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Will Pennsylvania’s annual-average manufacturing employment for 2026 be above 555,000 jobs?

kalshiEconomics·2026-10-07·view on kalshi ↗
49%
Agent
52%
Market Price
-3.0%
Edge
55%
Confidence
41,505
Volume
1.0c
Spread
205
Days to resolution
6
Markets in event
final rationale
Mean of 5 draws (0.45, 0.45, 0.48, 0.55, 0.52). (0) Not resolved. The 2026 Table 1 annual average will not be published until about March 2027, after the state benchmark revision. (a) The figure posts in roughly 5 months, and the market closes 2027-04-30. (b) Status quo: FRED's not-seasonally-adjusted PAMFGN series for Jan–Aug 2026 averages about 555.8k. To finish above 555.0k, Sep–Dec only needs to average about 553.5k. If the seasonally adjusted level holds near 557k, the usual seasonal pattern implies roughly 556k NSA for those months and a full-year average near 555.9k, a cushion of under 1k. The main swing factor is the March 2026 benchmark, which BLS's preliminary release puts at -67k (-0.5%) for national manufacturing and -10.6k for Pennsylvania total nonfarm. The YES-case claim of an upward manufacturing revision conflicts with the BLS table itself. Currently published state data are pre-benchmark, so a Pennsylvania manufacturing revision of around -0.3% to -0.5% (about -1.5k to -3k) would push the average to or below 555.0. (c) NO: the benchmark trims Pennsylvania manufacturing by about 2k and Q4 softens slightly, so the published average lands around 553–555.0. (d) YES: Pennsylvania's revision is near zero or positive, as state allocations vary, and the mid-year rebound to about 557–558k SA persists, giving an average of about 556k. Kalshi's last price is 52%, but the live bid/ask is 46/47. Given the downside-leaning benchmark evidence, I shade slightly below the midpoint to about 45%.
price vs. prediction
market price agent forecast at t+0
11 follow-ups
1. Planner Opus 5.5 · picks the research tools
Tools chosen: kalshi_direct resolution_source fred kalshi_related
Planner reasoning
The market resolves on the BLS state annual-average table, so the key evidence is Pennsylvania's monthly manufacturing employment in 2026 so far, which FRED carries as PAMFG, along with last year's level. The Kalshi price is the anchor, and sibling strikes in the same series show the market's full distribution.
2. Research parallel tool calls + 4 web research loops (Sonnet 5) · read raw by the forecasters
at a glance
RESEARCH DIGEST (built in code: tool summaries and each report's bottom line; the forecasters read the full tool outputs and reports) Tools - kalshi_direct: ## This Market's Kalshi Data **Above 555,000 jobs** (KXPAMFGEMP-27APR30-T555000) - Current price (probability): 52.00% (live; bid 46% / ask 47%) - 7-day price change: +10.00% - 30-day price change: -5.00% - Average daily volume: 2965 contracts - Price range: 42.00% - 59.00% - Data points: 14 days - resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=2026 (footnote references April 8, 2026 and April 22, 2026 corrections). The fetched BLS Table 1 page shows nonfarm payroll data by state and industry for 2023, 2024, and 2025 (partial year), with columns for Total, Mining and logging, and Construction; the truncated text does not show a Pennsylvania Manufacturing row or any 2026 annual - fred: Fetched 4 FRED series (lookback=730d) (via search 'Pennsylvania manufacturing employees'). - kalshi_related: 1 related markets / summaries. series KXPAMFGEMP: 0 markets (skipped 6 no-signal) | keyword 'Pennsylvania manufacturing employment': ok Research loops, bottom lines - current state: Through mid-2026 the seasonally adjusted PA manufacturing series has been drifting up toward and slightly above 555,000-558,000, but the not-seasonally-adjusted series (which underlies the Table 1 annual average used for resolution) was running 5,000-7,000 below year-ago levels in January-February 2026, and the 2025 "baseline" annual average of 556,200 was itself a partial-year (11-month) estimate — making the 2026 annual-average outcome currently a close call that hinges on data not yet availab - base rate: The reference class (PA manufacturing employment history since 2010) shows annual averages were almost always comfortably above 555,000, but the series has been on a sustained multi-year downtrend since 2022 (567→562.6→556.2) and recent 2026 monthly readings are hovering right at or just below the 555,000 line, putting 2026 in genuinely contested territory rather than a clear historical-base-rate "safe Yes" as it would have been in any year before 2025. - yes case: The most recent, directly-fetched BLS state data show PA seasonally-adjusted manufacturing above 555,000 for four consecutive months (May–Aug 2026) with the year-over-year change flipping from negative to positive in July–August, and national manufacturing momentum plus an upward-leaning benchmark revision both point toward further strengthening rather than erosion in H2 2026 — the clearest path to a YES resolution is this recovery continuing (or merely holding near 557-558) through December so - no case: The case for NO rests on three concrete, dated facts: PA's not-seasonally-adjusted manufacturing readings started 2026 below 555,000, the preliminary CES benchmark process just revised national manufacturing down 0.5% and PA's total nonfarm down 0.2% (with final, larger state-level benchmark revisions still pending through March 2027), and the 2025 baseline that barely cleared 555,000 (556.2k) was itself a thin, shutdown-shortened 11-month estimate — collectively implying the 2026 annual average
tools
toolstatustimeitemssummary
kalshi_direct OK 0.2s 1 ## This Market's Kalshi Data **Above 555,000 jobs** (KXPAMFGEMP-27APR30-T555000) - Current price (probability): 52.00% (live; bid 46% / ask 47%) - 7-day price change: +10.00% - 30-day price change: -5.00% - Average daily volume: 2965 contracts - Price range: 42.00% - 59.00% - Data points: 14 days
resolution_source OK 4.9s 1 already_resolved=unclear; matches_criteria=True; last_updated=2026 (footnote references April 8, 2026 and April 22, 2026 corrections). The fetched BLS Table 1 page shows nonfarm payroll data by state and industry for 2023, 2024, and 2025 (partial year), with columns for Total, Mining and logging, an
fred OK 4.9s 4 Fetched 4 FRED series (lookback=730d) (via search 'Pennsylvania manufacturing employees').
kalshi_related OK 2.9s 1 1 related markets / summaries. series KXPAMFGEMP: 0 markets (skipped 6 no-signal) | keyword 'Pennsylvania manufacturing employment': ok
research loops · 4/4 ok · 14 searches · 7 page reads
dimensionstatustimesearchespage readsreport
current state OK 46s 5 2 4851 chars
base rate OK 60s 3 3 4182 chars
yes case OK 38s 3 1 5198 chars
no case OK 38s 3 1 5239 chars
report: current state
- [2026-10-02] Latest BLS national Employment Situation (September 2026) shows nonfarm payrolls nonfarm payroll employment (+29,000) and the unemployment rate (4.2 percent) changed little in September , with no PA-specific manufacturing breakout in this national release. https://www.bls.gov/news.release/empsit.nr0.htm - [2026-10-02] National (seasonally adjusted) manufacturing employment series shows Sep 2026 at 12,652 thousand, up from Aug 2026 (12,643) and Jul 2026 (12,628), i.e. modest national manufacturing job gains through Q3 2026. https://fred.stlouisfed.org/series/MANEMP - [2026-08-21] BLS's State Employment and Unemployment release for July 2026 reported nonfarm payroll employment increased in 1 state, decreased in 1 state, and was essentially unchanged in 48 states and the District of Columbia month-over-month, indicating broad national stability including PA. https://www.bls.gov/news.release/laus.htm - [2026-10-02] (data extracted) BLS's PA Economy-at-a-Glance page (seasonally adjusted) lists PA manufacturing (SMS42000003000000001, in thousands) monthly for 2026: Feb 551.8, Mar 554.4, Apr 554.7, May 555.6, Jun 556.4, Jul (p)557.5 — a steady upward trend through mid-2026. https://www.bls.gov/eag/eag.pa.htm - [2026-09-xx] A separate Mid-Atlantic regional table (same SA series, slightly different vintage) shows PA manufacturing reaching Aug 2026 at (p)558.1 thousand, continuing the SA uptrend. https://www.bls.gov/regions/mid-atlantic/pennsylvania.htm - [2026-04-21] Not-seasonally-adjusted (NSA) PA manufacturing data (the series underlying the Table 1 "Annual Average," per the Mid-Atlantic office) show 2026 running below the same months in 2025: Jan 2026 551.6 vs Jan 2025 557.0; Feb 2026 (p)549.1 vs Feb 2025 556.6 — a year-over-year NSA shortfall of roughly 5-7 thousand jobs in the two months reported so far. https://blsmon1.bls.gov/regions/mid-atlantic/data/xg-tables/ro3fx9526.htm - [2026-04-21] The 2025 full-year NSA annual average for PA manufacturing was 556.2 thousand Annual estimates for 2025 are 11-month averages that exclude October because Data for October 2025 were not collected due to the federal government shutdown — meaning the 2025 "annual average" baseline itself is a partial-year estimate just above the 555,000 threshold. https://blsmon1.bls.gov/regions/mid-atlantic/data/xg-tables/ro3fx9526.htm - [2026-08-21] BLS flagged that benchmark revisions are underway: As part of the benchmark process for benchmark year 2026, census-derived employment counts replace CES payroll employment estimates for all 50 states , which could materially shift PA's reported manufacturing level once finalized. https://www.bls.gov/news.release/laus.htm - [2026-08-21] A "2026 Preliminary Benchmark Revision to Establishment Survey Data" was scheduled to be published August 28, 2026, which would revise monthly state manufacturing figures used to build the eventual 2026 annual average. https://www.bls.gov/news.release/pdf/laus.pdf - [2026-10-07] BLS's release calendar shows the next relevant state-level manufacturing data points before the market's April 30, 2027 close will arrive via the monthly "State Employment and Unemployment" releases (e.g., October 2026 data on Nov. 20, 2026; November 2026 data on Dec. 18, 2026), with the full annual-average Table 1 for 2026 not published until roughly Q1 2027 (historically late February/March). https://www.bls.gov/schedule/news_release/current_year.asp - [2026-10-05] National CES manufacturing series (not PA-specific) was still showing modest sequential gains through September 2026 (12,628 → 12,643 → 12,652 for Jul-Sep), suggesting no broad-based manufacturing contraction at the national level that would obviously pull PA down further. https://data.bls.gov/timeseries/CES3000000001 NOT FOUND: The complete NSA PA manufacturing series for March–September 2026 (only Jan and Feb 2026 NSA figures were available in fetched sources); the official 2026 annual-average Table 1 figure itself (not yet published, as BLS annual averages are typically released early in the following year); any PA-specific September/October 2026 manufacturing employment report (most recent PA manufacturing data point found was the preliminary July/August 2026 seasonally-adjusted figure). BOTTOM LINE: Through mid-2026 the seasonally adjusted PA manufacturing series has been drifting up toward and slightly above 555,000-558,000, but the not-seasonally-adjusted series (which underlies the Table 1 annual average used for resolution) was running 5,000-7,000 below year-ago levels in January-February 2026, and the 2025 "baseline" annual average of 556,200 was itself a partial-year (11-month) estimate — making the 2026 annual-average outcome currently a close call that hinges on data not yet available (March-December 2026) and on pending benchmark revisions.
report: base rate
- [2024-00-00] BLS's official 2022–2024 annual averages for Pennsylvania manufacturing employment (Table 1, Annual Average Tables) were Pennsylvania: 563.9 (2022), 566.6 (2023), 562.6 (2024) — all comfortably above the 555,000 threshold. https://www.bls.gov/sae/tables/annual-average/2024/table-1-employees-on-nonfarm-payrolls-in-states-and-selected-areas-by-major-industry.pdf - [2026-ref] Pennsylvania's Department of Labor review states the 2025 state manufacturing total reached Manufacturing | 552,400 | Over-the-Year -8,700 ... -3.3 ... -1.3 for December 2025, consistent with a full-year 2025 not-seasonally-adjusted annual average near 556,000 reported elsewhere. https://www.pa.gov/content/dam/copapwp-pagov/en/dli/documents/cwia/products/eta_report.pdf - [2026-ref] BLS's not-seasonally-adjusted state series shows the 2025 annual average for PA manufacturing at 556.2 thousand jobs, already barely above the 555,000 strike, down from 562.6 thousand in 2024 and well below the 2022–2023 range of 564–567 thousand (BLS Mid-Atlantic CES table, Pennsylvania NSA manufacturing annual averages). https://fred.stlouisfed.org/series/PAMFG - [2026-ref] Seasonally adjusted monthly PA manufacturing jobs have been on a multi-year downtrend: SA data show the series falling from a 2022 peak near 567 thousand to roughly 552–556 thousand by late 2025/early 2026 (Dec 2025: 552.4; Apr 2026: 554.4). https://fred.stlouisfed.org/series/PAMFG - [2026-ref] State-level not-seasonally-adjusted monthly data for early 2026 show manufacturing jobs at 551.6 (Jan) and a preliminary 549.1 (Feb), i.e. below the 555,000 strike at the start of the year. https://www.bls.gov/regions/mid-atlantic/pennsylvania.htm - [2025-09-ref] Pennsylvania's official economic review notes manufacturing's long-run share of state nonfarm jobs has been declining and that the 2025 decline was the continuation of a structural slowdown, with the state noting job losses concentrated in manufacturing even as total nonfarm payrolls grew modestly. https://www.pa.gov/content/dam/copapwp-pagov/en/dli/documents/cwia/products/eta_report.pdf - [2026-ref] BLS historical CES series (SMS42000003000000001, seasonally adjusted) show PA manufacturing employment was consistently above 555,000 in every year from 2010 through 2024 (minimum monthly value in that span was in the mid-550s only briefly around 2009–2010 recession and 2020 COVID shock), making the current sub-555 to near-555 range historically unusual outside recessions. https://data.bls.gov/timeseries/SMS42000003000000001 - [2026-ref] The only other times PA SA manufacturing employment dropped meaningfully below ~555,000 in the FRED/BLS series since 1990 were during the 2009 recession (trough ~558–560 in late 2009) and the 2020 pandemic shock (trough 492.5 in April 2020), i.e. the base-rate for sub-555 readings has historically coincided with recessions or acute shocks, not steady-state conditions. https://fred.stlouisfed.org/series/PAMFG - [2026-ref] No Kalshi-specific or other prediction-market history for this exact PA-manufacturing contract was found; the only "forecast-like" signals available are BLS's own trend data and Pennsylvania's state labor-market reports, both of which are descriptive/accounting rather than probabilistic forecasts. https://www.pa.gov/content/dam/copapwp-pagov/en/dli/documents/cwia/products/eta_report.pdf BOTTOM LINE: The reference class (PA manufacturing employment history since 2010) shows annual averages were almost always comfortably above 555,000, but the series has been on a sustained multi-year downtrend since 2022 (567→562.6→556.2) and recent 2026 monthly readings are hovering right at or just below the 555,000 line, putting 2026 in genuinely contested territory rather than a clear historical-base-rate "safe Yes" as it would have been in any year before 2025. NOT FOUND: No Kalshi or other market-specific historical odds/track record for this contract; no official BLS 2026 annual-average figure (not published until ~March 2027); could not confirm May–September 2026 monthly manufacturing values from a primary BLS table (only fragments via cached snippets, some possibly stale).
report: yes case
YES means: BLS's official Annual Average Table 1 (published ~Feb/March 2027) shows Pennsylvania's 2026 not-seasonally-adjusted manufacturing employment average above 555,000 jobs. - [2026-10-02] The national Employment Situation release for September 2026 states manufacturing employment was little changed in September (+9,000) but is up by 72,000 since a recent low in December 2025 , showing the national manufacturing cycle has turned upward through Q3 2026, a tailwind that would help pull PA's NSA trajectory up over the second half of the year. https://www.bls.gov/news.release/empsit.nr0.htm - [2026-10-02] A trade summary of the same release confirms Manufacturing unemployment decreased by nearly 26% to 423,000 workers in September, compared to 571,000 a year ago , consistent with tightening manufacturing labor markets nationally rather than a deepening contraction. https://www.manufacturingdive.com/news/bls-september-manufacturing-employment-situation-august-jolts-2026/831988/ - [2026-10-07] BLS's freshly-fetched Mid-Atlantic "Economy at a Glance" table (post-benchmark) shows PA seasonally-adjusted manufacturing at 554.4 (Mar), 554.7 (Apr), 555.6 (May), 556.4 (Jun), 557.5 (Jul), and (p)557.3 (Aug) — a sustained climb that stayed above 555,000 for four straight months. https://www.bls.gov/regions/mid-atlantic/pennsylvania.htm - [2026-10-07] The same table shows PA manufacturing's 12-month percent change moving from -0.9% (Mar) to -0.7% (Apr) to -0.5% (May) to -0.1% (Jun) and then turning positive at +0.3% (Jul) and +0.4% (Aug) — the first positive year-over-year manufacturing readings in PA in over a year, directly rebutting the Jan/Feb 2026 NSA year-over-year shortfall colleagues flagged. https://www.bls.gov/regions/mid-atlantic/pennsylvania.htm - [2026-08-28] A detailed analysis of BLS's preliminary benchmark revision (tied to the March 2026 reference period, published Aug 28, 2026) found that nationally Government was revised up 99,000... business services 76,000 and manufacturing 67,000 , i.e., the manufacturing sector was one of the industries revised upward in the new benchmark, consistent with the earlier-reported benchmarking caveat but cutting toward a higher, not lower, re-based manufacturing count. https://piedmontcrescentcapital.com/wp-content/uploads/2026/08/2026-08-28_County_Employment_and_Wages_Q1_2026.pdf - [2026-10-07] The same report characterizes the broader 2026 benchmark pattern as favoring goods-producing/capital-intensive industries: The industries revised up are the ones that build, move and finance things. This supports a case that PA's post-benchmark manufacturing level, once finalized, could sit higher than the pre-benchmark monthly prints colleagues cited. - [2026-dated, ~249 days old] An industry report on PA manufacturing notes Pennsylvania manufacturing employment totaled 562,700 workers as of early 2025, representing 9.5 percent of the state's workforce — establishing that the state was running comfortably above the 555,000 threshold entering 2025, meaning only a modest further decline was needed to cross below 555, and the mid-2026 rebound (554→557+) represents a partial retracement back toward that higher base rather than a fresh, independent decline. https://elsnereng.com/contract-manufacturing-pennsylvania-reshoring/ - [2026, ~22 days old] A PA-focused labor market write-up argues the manufacturing story is more nuanced than "decline." Traditional heavy manufacturing has contracted slightly, but specialized manufacturing — food and beverage processing, pharmaceuticals, precision metals, and defense-related production — has held up well , suggesting the subsectors gaining strength statewide are large enough to offset legacy-sector attrition. https://www.experiencepa.com/jobs/ - [2026-10-05 reporting Aug/Sep data] The national CES manufacturing series (seasonally adjusted) rose each month from 12,595 (May) to 12,608 (Jun) to 12,628 (Jul) to 12,643 (Aug) to 12,652 (Sep 2026), a sixth consecutive month of gains that, if PA's historical co-movement with the national cycle holds, argues for continued upward drift in PA's own SA series through Q4. https://fred.stlouisfed.org/series/MANEMP BOTTOM LINE: The most recent, directly-fetched BLS state data show PA seasonally-adjusted manufacturing above 555,000 for four consecutive months (May–Aug 2026) with the year-over-year change flipping from negative to positive in July–August, and national manufacturing momentum plus an upward-leaning benchmark revision both point toward further strengthening rather than erosion in H2 2026 — the clearest path to a YES resolution is this recovery continuing (or merely holding near 557-558) through December so the NSA annual average, pulled by stronger mid-to-late-year months, clears 555,000 despite a weak start to the year. NOT FOUND: PA-specific September/October 2026 monthly manufacturing figures (not yet published); the PA-specific effect of the 2026 benchmark revision (only the national manufacturing +67,000 benchmark adjustment was found, not a PA-level breakout); any official BLS projection or reporter commentary specifically forecasting the 2026 PA annual average.
report: no case
YES means: BLS's official Annual Average Table 1 reports Pennsylvania manufacturing employment for calendar-year 2026 above 555,000 jobs (i.e., ≥555.1 thousand on the published NSA annual-average line). This dimension argues for NO — that the 2026 annual average prints at or below 555,000. - [2026-08-28] National CES preliminary benchmark revision for March 2026 showed manufacturing revised down nationally by "Manufacturing | -67 | -0.5" (thousand/percent), indicating the sector-wide error has been running sizeable and negative even before any PA-specific adjustment. https://www.bls.gov/news.release/prebmk.t01.htm - [2026-08-28] The companion state-level preliminary benchmark release shows Pennsylvania's total nonfarm employment (not manufacturing alone) was revised down by "Pennsylvania | -10.6 | -0.2" thousand/percent for March 2026 — a downward correction to the same CES data pipeline that produces the manufacturing series used for Table 1. https://www.bls.gov/news.release/archives/presae_08282026.htm - [2026-08-28] BLS explicitly cautions that "Currently published CES data have not been adjusted to new levels based on these preliminary revision amounts," meaning the 555.6–558.1 SA readings cited for mid-2026 are pre-benchmark and could still be revised down once final benchmarks post; the final benchmark is not folded in until "the final benchmark revision will be incorporated into official estimates with the publication of the January 2027 Employment Situation news release in February 2027" (national) and March 2027 for states — i.e., after the market's data cutoff period begins but before the April 30, 2027 close, so a downward correction is still live risk for resolution. - [2026-05-26] FRED's seasonally adjusted PAMFG series confirms Q1-Q2 2026 levels sitting right at the threshold rather than comfortably above it: "Apr 2026: 554.4 | Thousands of Persons, Seasonally Adjusted | Monthly" , with Mar 554.4, Feb 551.8, Jan 554.4 — none of the first four months of 2026 reached 555 on a seasonally adjusted basis. https://fred.stlouisfed.org/series/PAMFG - [2026-08-21] PA's own Center for Workforce Information release for the Allentown-Bethlehem-Easton MSA shows a year-over-year manufacturing decline pattern repeating locally: manufacturing fell from 41,000 (May 2025) to 40,300 (May 2026), a loss of 700 jobs in one of PA's larger manufacturing MSAs, reinforcing that sub-region softness is not isolated. https://www.pa.gov/content/dam/copapwp-pagov/en/dli/documents/cwia/products/press-releases/abemesa_pr.pdf - [2026-mid] The statewide SA manufacturing series needs to not just touch but average above 555,000 for twelve months (Jan-Dec 2026) on an NSA basis once converted for Table 1; with Jan-Feb 2026 NSA readings already 5-7 thousand below year-ago levels (per the colleague Mid-Atlantic report) and the SA series only crossing 555 in May 2026, roughly a third of the year started below the bar, requiring an unusually strong H2 to average out above it. - [2026-10-02] Even the most recent "good news" data points (Jun 556.4, Jul 557.5p/558.1p per two slightly different vintages) are preliminary and subject to the same downward benchmark risk flagged above to; preliminary figures in BLS releases are routinely revised in subsequent months, and the Mar 2026 preliminary benchmark for total PA nonfarm was already revised down, not up. - [2026-ref] The 2025 full-year NSA baseline of 556.2 thousand was built from an 11-month average excluding October due to the shutdown (per colleague report), meaning the "above-555" cushion in the 2025 base itself was thin and partly a statistical artifact of a short data series, not a robust multi-month trend — a weak foundation for assuming 2026 clears the same bar. - [2026-10-07] BLS's release calendar confirms no PA-specific manufacturing data more recent than July/August 2026 (preliminary) is available, and the official annual-average Table 1 for 2026 will not post until roughly February-March 2027 — leaving essentially the entire resolution outcome dependent on five-plus months of unseen data (Aug-Dec 2026) plus a pending benchmark correction, both of which carry asymmetric downside risk given the negative national manufacturing benchmark signal. BOTTOM LINE: The case for NO rests on three concrete, dated facts: PA's not-seasonally-adjusted manufacturing readings started 2026 below 555,000, the preliminary CES benchmark process just revised national manufacturing down 0.5% and PA's total nonfarm down 0.2% (with final, larger state-level benchmark revisions still pending through March 2027), and the 2025 baseline that barely cleared 555,000 (556.2k) was itself a thin, shutdown-shortened 11-month estimate — collectively implying the 2026 annual average is more likely to be revised toward or below 555,000 than confirmed comfortably above it. NOT FOUND: PA-specific (not just national) manufacturing-sector preliminary benchmark revision figure in thousands (only the national manufacturing and PA total-nonfarm figures were located); any NSA PA manufacturing monthly data for June-September 2026; confirmation of whether the 2026 annual average will again exclude any month due to a shutdown or data-collection gap.
3. Forecasters 5 draws · Opus 5.5 + GPT-6 Astra + GPT-5.6 Sol · plain mean
claude-opus-5-5 · high effort
42% conf
Yes 45%
No 55%
(0) Not resolved. The 2026 Table 1 annual average will not be published until about March 2027, after the state benchmark revision. (a) The figure posts in roughly 5 months, and the market closes 2027-04-30. (b) Status quo: FRED's not-seasonally-adjusted PAMFGN series for Jan–Aug 2026 averages about 555.8k. To finish above 555.0k, Sep–Dec only needs to average about 553.5k. If the seasonally adjusted level holds near 557k, the usual seasonal pattern implies roughly 556k NSA for those months and a full-year average near 555.9k, a cushion of under 1k. The main swing factor is the March 2026 benchmark, which BLS's preliminary release puts at -67k (-0.5%) for national manufacturing and -10.6k for Pennsylvania total nonfarm. The YES-case claim of an upward manufacturing revision conflicts with the BLS table itself. Currently published state data are pre-benchmark, so a Pennsylvania manufacturing revision of around -0.3% to -0.5% (about -1.5k to -3k) would push the average to or below 555.0. (c) NO: the benchmark trims Pennsylvania manufacturing by about 2k and Q4 softens slightly, so the published average lands around 553–555.0. (d) YES: Pennsylvania's revision is near zero or positive, as state allocations vary, and the mid-year rebound to about 557–558k SA persists, giving an average of about 556k. Kalshi's last price is 52%, but the live bid/ask is 46/47. Given the downside-leaning benchmark evidence, I shade slightly below the midpoint to about 45%.
claude-opus-5-5 · high effort
47% conf
Yes 45%
No 55%
(0) Not resolved: the BLS Table 1 2026 annual average is not published until about March 2027. (a) About 5 months of data (Sep–Dec) remain unseen, plus final state benchmark revisions before the April 30, 2027 close. (b) Status quo: FRED NSA PA manufacturing for Jan–Aug 2026 averages about 555.8k; holding SA at about 557.3 and applying the 2025 NSA/SA seasonal gaps for Sep–Dec gives a full-year average of about 555.9k, roughly 0.9k above the line. (c) No: the March 2027 benchmark lowers PA manufacturing, as signalled by the national manufacturing preliminary revision of −67k (−0.5%) and PA total nonfarm at −0.2%; a ~0.5% revision (≈−2.8k) or modest Q4 softening would erase the cushion. (d) Yes: the mid-2026 recovery continues (SA year-over-year positive in Jul–Aug, national manufacturing up six straight months) and the PA benchmark is small or positive, keeping the average at 556–558. The market midpoint is about 47% (bid 46/ask 47, last 52); given the thin cushion and the negative-leaning benchmark signal, I shade slightly below it.
gpt-6-astra · high effort
59% conf
Yes 48%
No 52%
The condition is not yet met: the designated BLS Table 1 contains no 2026 annual average, and the April 30, 2027 deadline is about 205 days away, with 85 days remaining in the employment year. I anchor on Kalshi's reported 52% Yes, although its inconsistent 46%/47% bid/ask makes that precise anchor less reliable. The raw FRED PAMFGN observations average 555.76 thousand for January–August, implying September–December need roughly 553.6 thousand on average to produce a published value above 555.0 absent revisions; research claims that these NSA observations were unavailable are superseded by this feed. If the underlying employment level simply holds near August's seasonally adjusted 557.3 thousand, an indicative annual average near 556 thousand favors Yes before revisions. My modest markdown to 48% reflects the August 28 primary BLS benchmark evidence—national manufacturing down 67,000 and Pennsylvania total payrolls down 10,600—which contradicts the YES report's upward-revision claim and threatens that small cushion. No results if employment weakens or downward revisions of roughly 1,000 jobs erase the annual-average margin, leaving the official figure at or below 555.0 thousand. Yes results if the recovery holds around 557–558 thousand seasonally adjusted and revisions are sufficiently small for the official annual-average figure to exceed 555.0 thousand. The Pennsylvania manufacturing-specific benchmark remains unknown, national and total-state corrections cannot be mechanically applied to it, and the final published Table 1—not these diagnostic monthly calculations—controls settlement.
gpt-6-astra · high effort
59% conf
Yes 55%
No 45%
The resolving condition is not yet documented: the designated BLS Annual Average Table 1 currently shows data only through 2025, and its official 2026 Pennsylvania manufacturing figure must exceed 555.0 thousand by the April 30, 2027 deadline, 205 days away, with approximately 85 days remaining in the measurement year. I anchor on Kalshi’s reported 52% YES price, while noting that its conflicting 46% bid/47% ask weakens the precision of that anchor. The supplied FRED PAMFGN observations provide more complete evidence than several research reports: January–August NSA employment averages 555.76 thousand, implying September–December needs roughly 553.6 thousand to clear the published threshold absent revisions; this calculation is diagnostic, not the settlement measure. If underlying employment holds near August’s 557.3 thousand seasonally adjusted level, normal seasonal weakening still suggests an unrevised annual average around 556 thousand, making the status quo narrowly favor YES. A YES scenario is that the midyear recovery persists, consistent with September’s national manufacturing gain of 9,000, and final benchmarking leaves the official annual figure above 555.0 thousand. A NO scenario is weaker autumn employment or a downward benchmark correction erasing that roughly 1,000-job annual cushion; I prioritize BLS’s August 28 national manufacturing revision of minus 67,000 over the contradictory third-party claim of an increase. Pennsylvania’s total-nonfarm revision of minus 10,600 is an additional warning but cannot establish its manufacturing revision, while the shutdown-shortened 2025 average and conflicting data vintages reduce confidence in historical comparisons. I move only modestly to 55% because the fuller NSA data show a better current position than the incomplete research narratives suggest, offset by substantial uncertainty about the final benchmark, coverage, and what the resolving table actually publishes.
gpt-5.6-sol · high effort
67% conf
Yes 52%
No 48%
(0) The condition is not already resolved: BLS Annual Average Table 1 currently has no 2026 Pennsylvania manufacturing figure, so it must eventually publish a value above 555.0 thousand, likely in Q1 2027 and before market close. (a) There are about 205 days until the April 30, 2027 close, while September-December 2026 observations and the final state benchmark revision remain outstanding. The FRED NSA series PAMFGN totals 4,446.1 thousand job-months for January-August, averaging 555.76 thousand, so the remaining four months need to average approximately 553.6 thousand for the published annual figure to round above 555.0. (b) If employment holds near August's 560.5 thousand NSA or 557.3 thousand SA level, the status-quo outcome is Yes. (c) No results if fourth-quarter seasonal weakness combines with the final benchmark revision, especially given BLS's preliminary national manufacturing revision of -0.5% and Pennsylvania total-nonfarm revision of -0.2%, erasing the narrow cushion. (d) Yes results if Pennsylvania's midyear recovery broadly persists: its SA series exceeded 555 thousand from May through August while national manufacturing employment continued rising through September. Anchoring on Kalshi's 52% Yes price, the favorable year-to-date arithmetic is almost exactly offset by unresolved Pennsylvania-specific benchmark risk, so I remain at the market consensus.
4. Final plain mean of 5 draws
49% (55% confidence)
Yes: 49% No: 51%
Mean of 5 draws (0.45, 0.45, 0.48, 0.55, 0.52). (0) Not resolved. The 2026 Table 1 annual average will not be published until about March 2027, after the state benchmark revision. (a) The figure posts in roughly 5 months, and the market closes 2027-04-30. (b) Status quo: FRED's not-seasonally-adjusted PAMFGN series for Jan–Aug 2026 averages about 555.8k. To finish above 555.0k, Sep–Dec only needs to average about 553.5k. If the seasonally adjusted level holds near 557k, the usual seasonal pattern implies roughly 556k NSA for those months and a full-year average near 555.9k, a cushion of under 1k. The main swing factor is the March 2026 benchmark, which BLS's preliminary release puts at -67k (-0.5%) for national manufacturing and -10.6k for Pennsylvania total nonfarm. The YES-case claim of an upward manufacturing revision conflicts with the BLS table itself. Currently published state data are pre-benchmark, so a Pennsylvania manufacturing revision of around -0.3% to -0.5% (about -1.5k to -3k) would push the average to or below 555.0. (c) NO: the benchmark trims Pennsylvania manufacturing by about 2k and Q4 softens slightly, so the published average lands around 553–555.0. (d) YES: Pennsylvania's revision is near zero or positive, as state allocations vary, and the mid-year rebound to about 557–558k SA persists, giving an average of about 556k. Kalshi's last price is 52%, but the live bid/ask is 46/47. Given the downside-leaning benchmark evidence, I shade slightly below the midpoint to about 45%.
Pipeline Timing
Total pipeline time: 158.9s
Per-tool research timings shown in the Research section above.