Tools chosen: kalshi_direct kalshi_related polymarket_related claude_news gdelt_news wikipedia code_execution

Sub-questions (Fermi decomposition)

Planner reasoning

This asks whether the opposition Unity – National Movement (UNM) will win the next Georgian parliamentary election (scheduled ~2028). Georgian Dream has dominated since 2012 and the 2024 election was disputed; UNM has fragmented and its leader Saakashvili is imprisoned. Key drivers are current polling, opposition consolidation, GD's grip on institutions, and whether the election will be free/fair — plus the Kalshi price as the anchor and any Polymarket equivalent for cross-checking.

# Current state The next Georgian parliamentary election is due in 2028 (this Kalshi market closes 2029-10-31 to allow for resolution delay). UNM currently sits as a fragmented, legally-embattled opposition force with collapsing vote share (10.2% in 2024), while Georgian Dream (GD) controls the judiciary, electoral machinery, and has an active Constitutional Court case seeking to ban UNM outright before 2028. # Timeline of key events - 2012-04-19: Georgian Dream founded by Bidzina Ivanishvili; wins 2012 election, UNM (ruling since 2003) becomes opposition. (confirmed, Wikipedia) - 2016 / 2020: UNM/coalition vote share stabilizes ~27% in both elections. (confirmed, code_execution/Wikipedia) - 2023-2024: Mass protests over "foreign agents" law; EU freezes Georgia's candidate status; US/EU sanction GD officials. (confirmed, Wikipedia) - 2024-10-26: Parliamentary election — GD claims ~53%, opposition coalitions ~37.8% combined, UNM's own share ~10.2%; European Parliament deems election "neither free nor fair." (confirmed, Wikipedia) - 2025 (May): GD passes legislation simplifying party bans, including banning parties resembling already-banned ones. (confirmed, OC Media/FDD) - 2025-11-12: Saakashvili moved back to correctional facility after 3+ years in a clinic. (confirmed, JAMnews) - 2025-10: GD petitions Constitutional Court to ban UNM, Ahali (Coalition for Change), and Lelo; court could rule by ~July 2026. (reported, AA/Speaker Papuashvili) - 2025-10: Local elections — non-boycotting opposition (Lelo, Gakharia's party) lose ~73% combined vote vs 2024; GD wins 100% of vote in 26/64 municipalities. (confirmed, Jamestown) - 2026 (April): GD withdraws and refiles ban case, adding the Federalists party, resetting the 9-month clock. (reported, OC Media) - 2026-04-06: Saakashvili from prison claims opposition leads GD 80%-20% in face-to-face Tbilisi/Batumi polls (unverified, self-serving); also acknowledges he may be "mobilizing the authorities more than uniting the opposition." (rumored/self-reported) - 2026 (ongoing): Signs of opposition alliance-building and new movements (e.g., "Freedom Square") amid existential ban threat. (reported) # Event Will UNM (Unity – National Movement) be the winner of the next Georgian parliamentary election (Kalshi: KXGEORGIAPARLI-28-UNM)? # Outcomes to forecast Yes / No # Kalshi market anchor No live Kalshi price available — ticker KXGEORGIAPARLI-28-UNM returns no data (market likely too new/illiquid; series KXGEORGIAPARLI shows 0 active markets with signal). No volume/trend data exists. Comparable structurally analogous market (Ghana parliamentary, incumbent-favorite NDC) trades at 61%, offering no direct calibration for Georgia. **Treat this brief's model-based estimate as the working anchor in absence of market price.** # Sub-question answers 1. **UNM polling vs GD/opposition** — No independent public polling cited; only Saakashvili's self-reported claim of 80-20 opposition lead in two cities (unverified, likely biased). UNM's own vote share collapsed to 10.2% in 2024, trailing newer coalitions. 2. **Free/fair 2028 election likelihood** — Low. 2024 election already deemed "neither free nor fair" by EU Parliament; GD controls judiciary, has passed party-ban legislation, and is actively litigating to ban UNM/Ahali/Lelo/Federalists before 2028 (claude_news, OC Media, FDD). 3. **UNM organizational state** — Weakened: Saakashvili imprisoned (returned to correctional facility Nov 2025, extended sentence ~12.5 yrs/to 2032), leads via Facebook from prison; Tina Bokuchava is nominal chairman. UNM has been partly eclipsed by Coalition for Change/Ahali and Lelo as opposition vote splits; UNM carries heaviest "Natsebi" negative branding (code_execution analysis). 4. **Early elections/renegotiation path** — No credible evidence of imminent snap elections; October 2025 protest push described as "failed." Opposition boycotts have cost votes rather than forced change. 5. **Prediction market comparison** — No Kalshi data for this specific market; no matching Polymarket market found (0 matches for "Georgia election," "Georgian Dream," "Georgia parliament"). 6. **Historical base rate / UNM trajectory** — UNM: 40.3% (2012) → 27.1% (2016) → 27.2% (2020) → 10.2% (2024), a structural decline (code_execution). Base rate for opposition unseating dominant incumbent in competitive-authoritarian regimes ≈10-20%/cycle; UNM-specific conditional probability of being the winning opposition force even if GD falls ≈20-30% given fragmentation. # Key facts (high-confidence, factual) 1. [Wikipedia] UNM's 2024 result: ~10.2%, down from ~27% in 2016/2020, ~40% in 2012. 2. [Wikipedia] 2024 election deemed "neither free nor fair" by EU Parliament. 3. [claude_news/OC Media] GD Constitutional Court case seeks to ban UNM, Ahali, Lelo, and now Federalists; refiled April 2026, resetting 9-month clock. 4. [JAMnews] Saakashvili returned to prison Nov 12 2025; remains politically active but incarcerated. 5. [Jamestown] Oct 2025 local elections: non-boycotting opposition parties lost ~73% of combined 2024 vote. # Cross-market signals - Kalshi related: No direct data; only loosely analogous Ghana NDC market (61% incumbent favorite) — not comparable regime type. - Polymarket: No matching markets found. - Sportsbook implied: N/A (not applicable to this event type). # Analyst opinions and speculation - claude_news synthesis: "low probability of a UNM-led/branded victory" given ban threat, vote collapse, GD institutional control. - code_execution model: point estimate ~3.8% (range 1.5-7%) for UNM winning/becoming #1 party in 2028. - Saakashvili (self-interested): claims opposition leads 80-20 in urban face-to-face polling — treat as rumored/low credibility. # Directional lean per outcome - **Yes (UNM wins)**: Opposing evidence dominates — structural vote collapse, legal ban threat, fragmentation, Saakashvili imprisonment, GD's institutional lock on judiciary/media. Supporting evidence is thin (unverified Saakashvili polling claim, some opposition consolidation signals). - **No (UNM does not win)**: Strongly favored — GD's entrenched dominance, active de-legalization campaign against UNM specifically, and UNM's own eroding brand/vote share. # Gaps / unknowns - No live Kalshi or Polymarket pricing to anchor against. - Outcome of Constitutional Court ban case (could resolve by ~2026-2027) unknown — if UNM is banned outright, "Yes" becomes near-impossible structurally. - No independent, verifiable national polling data on UNM standing. - Unclear whether opposition coalition-building will consolidate under UNM or a newer brand (Coalition for Change/Lelo). # Calibration anchors - No Kalshi YES price available (market untraded/no data) — this is a critical gap; likely thin/illiquid market. - Base rate for opposition defeating entrenched competitive-authoritarian incumbent: ~10-20%/cycle (historical analogs: UMNO, PRI, AKP-era Turkey). - Model-derived estimate for UNM specifically winning 2028: ~2-7%, reflecting compounding of low GD-defeat probability and UNM's minority position even among opposition.

1. Both forecasters converge tightly on ~4-5% Yes, essentially just restating the brief's point estimate without independently stress-testing it—neither explores why the range was given as 1.5-7% or justifies landing near the midpoint rather than the low end given the ban case's near-certain resolution before 2028. 2. Neither forecast adequately grapples with the "gaps/unknowns" flag that "if UNM is banned outright, Yes becomes near-impossible structurally" — since the Constitutional Court case (refiled April 2026, ~9-month clock) will likely resolve well before the 2028 election, this should push probability toward the lower end of the range (closer to 1.5-2%) rather than 4-5%, as a ban would make Yes essentially 0%, not just improbable. 3. Both treat "UNM wins" as if it only requires GD to fall AND UNM to lead the opposition, but neither addresses the compounding effect of the ban risk as a near-independent multiplicative factor — the true structure is P(no ban) × P(GD falls) × P(UNM leads fragmented opposition), which multiplies down further than the brief's single "2-7%" figure suggests. 4. Neither forecaster flags the resolution-source ambiguity: the market ticker is "KXGEORGIAPARLI-28-UNM" implying a 2028 election, but the close date is 2029-10-31, and the brief doesn't clarify whether "winner" means largest vote share, largest seat bloc, or forming government — if UNM merges into a coalition brand (e.g., under a "Freedom Square" or Coalition for Change umbrella) by 2028, resolution criteria for what counts as "UNM winning" versus a successor entity winning is unresolved and could matter given "Unclear whether opposition coalition-building will consolidate under UNM or a newer brand." 5. Both forecasts anchor confidently (0.62 and 0.74) despite explicitly acknowledging "No Kalshi price exists to anchor against" — this confidence level seems inconsistent with the brief's own acknowledgment of an illiquid/untraded market and absence of independent polling, warranting wider uncertainty bands or lower stated confidence rather than treating the model estimate as near-ground-truth. 6. Neither forecast seriously entertains tail scenarios such as a sudden GD collapse from external shock (e.g., EU/US sanctions escalation, elite defection, Ivanishvili exit) that could rapidly realign opposition dynamics in ways the base-rate model doesn't capture, nor the scenario where Saakashvili's imprisonment becomes a martyrdom rallying point that paradoxically boosts UNM's brand relative to newer, untested coalition parties.

3% (68% confidence)

Yes: 3% No: 97%

Both forecasts converge near the model estimate (~4-5% Yes), but the red-team's strongest point is the multiplicative structure: UNM winning requires surviving the active Constitutional Court ban case (likely resolved before 2028), GD losing power (~10-20% base rate in competitive-authoritarian regimes), AND UNM leading a fragmented opposition where it currently trails Coalition for Change with a collapsed 10.2% vote share and a toxic 'Natsebi' brand. This compounding pushes toward the lower end of the brief's 1.5-7% range. I retain a small residual above the floor for tail scenarios (GD collapse via external shock, Saakashvili martyrdom effect, opposition consolidation under the UNM banner) and resolution ambiguity around coalition branding. Final: 3% Yes, 97% No.

Total pipeline time: 175.7s