Sub-question forecasts anchor on the ~60% polling figure and 2021 result (~59%), then adjust downward for opposition alliance consolidation and economic erosion; weighted averaging blends these correlated political-momentum factors into a central vote-share estimate with appropriate uncertainty.
## Cross-Market Signals ### Polymarket - "Will the Democratic Party control the Senate after the 2026 Midterm elections?" → Yes: 0.45, Volume: $1.7M
1. [sq1 | wikipedia_lookup | STRONG cred 95 | UP | DATED] Hichilema won the 2021 presidential election with 59.02% of the vote, defeating incumbent Edgar Lungu. 2. [sq1 | article_search | STRONG cred 95 | NEUTRAL | DATED] General elections in Zambia are scheduled for 13 August 2026 to elect the president and other offices. 3. [sq1 | article_search | MODERATE cred 55 | UP | DATED] An October 2025 national poll projected Hichilema winning with 60% versus 35% for all opposition candidates combined. 4. [sq1 | article_search | STRONG cred 90 | UP | DATED] Hichilema was officially declared UPND presidential candidate in April 2026, facing no opposition for the nomination. 5. [sq2 | article_search | MODERATE cred 60 | DOWN | DATED] The 2026 election is described as one of the most alliance-driven in Zambia's recent history, following a 2025 constitutional amendment fostering competing coalitions. 6. [sq2 | article_search | WEAK cred 30 | NEUTRAL | VERY_RECENT] No specific polling or data on the size or consolidation level of the opposition alliance was found in the research. ## Cross-Market Signals ### Polymarket - "Will the Democratic Party control the Senate after the 2026 Midterm elections?" → Yes: 0.45, Volume: $1.7M Information gaps: - No recent (2026) polls on Hichilema's vote share versus a consolidated opposition alliance - Details on which parties/candidates are in the opposition coalition and their combined 2021 vote - Zambian economic indicators (inflation, kwacha, growth) for 2025-2026 - Base rate for African incumbent first-round vote-share change between elections Key uncertainties: - Whether opposition alliance consolidates behind a single strong challenger - Reliability and methodology of the October 2025 60% poll - Economic conditions eroding incumbent support before August 2026 - Turnout dynamics and regional voting patterns
You are an elite superforecaster. Produce a probability distribution over the answer to this Metaculus numeric question.
## Question
What percentage of votes will Hakainde Hichilema receive in the first round of Zambia's 2026 presidential elections?
## Description / Resolution Criteria
## Description
Zambia is holding a [general election in August 2026](https://en.wikipedia.org/wiki/2026_Zambian_general_election). [Hakainde Hichilema](https://en.wikipedia.org/wiki/Hakainde_Hichilema), the seventh and current president of Zambia, has been president since August 2021. In April 2026 he was [officially declared the United Party for National Development's (UPND) presidential candidate](https://www.zambiamonitor.com/hichilema-declared-upnd-president-2026-presidential-candidate-at-party-assembly/) for the upcoming election, having faced no opposition for the nomination.
The upcoming election is expected to be "one of the most [alliance-driven elections in the country's recent history](https://www.msn.com/en-xl/africa/top-stories/alliance-politics-take-centre-stage-as-zambia-heads-to-august-polls/ar-AA26hk8i)," following a 2025 constitutional amendment that led to the creation of competing coalitions rather than competition between individual parties.
[A national poll](https://www.mwebantu.com/opinion-poll-shows-president-hakainde-hichilema-headed-for-victory-in-2026/) conducted in October 2025 suggested that Hichilema would win with 60%, compared to 35% for all opposition candidates.
`{"format": "metac_reveal_and_close_in_period", "info": {"post_id": 44229, "question_id": 44240}}`
## Resolution Criteria
This question will resolve as the percentage of votes that Hakainde Hichilema receives in the first round of the Zambian presidential elections scheduled to be held on August 13, 2026, according to official results published by the [Electoral Commission of Zambia](https://www.elections.org.zm).
## Fine Print
If results are not available before September 1, 2026, for any reason, or if Hichilema dies or otherwise ceases to be a presidential candidate for any reason this question will be **annulled**. 
***
This question's information (resolution criteria, fine print, background info, etc) is synced with an [original identical question](https://www.metaculus.com/questions/44229) which opened on 2026-06-30 17:00:00. This question will resolve based on the resolution criteria and fine print of the linked original question. However, if this question would resolve differently than the original question, then this question will be annulled. Additionally, if the original question's resolution could have been known before this question opened, then this question will be annulled.
## Range
The answer must be a number in [40, 80] (units: %).
## Sub-question decomposition (planner)
- (w=0.35) Will Hichilema win the first round outright (receive more than 50% of the vote)? — The central question is whether he exceeds the majority threshold; polls suggest ~60%, so this anchors the central tende
- (w=0.30) Will opposition alliance consolidation reduce Hichilema's vote share below the ~60% polled level? — The 2026 election is described as heavily alliance-driven; a unified opposition coalition could compress his margin sign
- (w=0.20) Will Hichilema's actual 2026 share match or exceed his 2021 winning share (~59%)? — Incumbency and 2021 performance provide a base rate; economic and governance conditions determine whether he retains or
- (w=0.15) Will economic conditions (inflation, currency, growth) meaningfully erode incumbent support before the vote? — Zambian voter sentiment is sensitive to cost-of-living and debt-restructuring outcomes, which could pull his share down
## Synthesized evidence
1. [sq1 | wikipedia_lookup | STRONG cred 95 | UP | DATED] Hichilema won the 2021 presidential election with 59.02% of the vote, defeating incumbent Edgar Lungu.
2. [sq1 | article_search | STRONG cred 95 | NEUTRAL | DATED] General elections in Zambia are scheduled for 13 August 2026 to elect the president and other offices.
3. [sq1 | article_search | MODERATE cred 55 | UP | DATED] An October 2025 national poll projected Hichilema winning with 60% versus 35% for all opposition candidates combined.
4. [sq1 | article_search | STRONG cred 90 | UP | DATED] Hichilema was officially declared UPND presidential candidate in April 2026, facing no opposition for the nomination.
5. [sq2 | article_search | MODERATE cred 60 | DOWN | DATED] The 2026 election is described as one of the most alliance-driven in Zambia's recent history, following a 2025 constitutional amendment fostering competing coalitions.
6. [sq2 | article_search | WEAK cred 30 | NEUTRAL | VERY_RECENT] No specific polling or data on the size or consolidation level of the opposition alliance was found in the research.
## Cross-Market Signals
### Polymarket
- "Will the Democratic Party control the Senate after the 2026 Midterm elections?" → Yes: 0.45, Volume: $1.7M
Information gaps:
- No recent (2026) polls on Hichilema's vote share versus a consolidated opposition alliance
- Details on which parties/candidates are in the opposition coalition and their combined 2021 vote
- Zambian economic indicators (inflation, kwacha, growth) for 2025-2026
- Base rate for African incumbent first-round vote-share change between elections
Key uncertainties:
- Whether opposition alliance consolidates behind a single strong challenger
- Reliability and methodology of the October 2025 60% poll
- Economic conditions eroding incumbent support before August 2026
- Turnout dynamics and regional voting patterns
## Required pre-forecast walkthrough
Before giving percentiles, address these explicitly in your rationale:
(a) The time left until the question resolves.
(b) The outcome if NOTHING changes from today (the status quo value).
(c) The outcome if the CURRENT TREND continues.
(d) The expectations of experts / markets / base rates.
(e) A plausible scenario that produces a LOW outcome (near p10).
(f) A plausible scenario that produces a HIGH outcome (near p90).
## Calibration guidance
- **Be humble about tails.** Good forecasters set WIDE 90/10 intervals to account for unknown unknowns. Narrow tails get punished by the log score far more than slightly-biased medians.
- **Status quo anchoring.** The p50 should be close to the status quo value unless you have strong evidence of a trend.
- Don't pile mass at one value — if you're tempted, widen the spread by 20-50%.
- **Anchor on markets/experts.** If liquid market prices, analyst forecasts, or community percentiles appear in the evidence, center your distribution on them and widen — don't override a liquid market without specific evidence it lacks.
## Output
Return ONLY valid JSON, no markdown fences:
{
"rationale": "<address (a) through (f) above, then state your distribution — 6-10 sentences total>",
"p10": <number>,
"p25": <number>,
"p50": <number>,
"p75": <number>,
"p90": <number>
}
Percentiles MUST be in non-decreasing order (p10 <= p25 <= p50 <= p75 <= p90).
{
"forecast": {
"evidence_brief": "1. [sq1 | wikipedia_lookup | STRONG cred 95 | UP | DATED] Hichilema won the 2021 presidential election with 59.02% of the vote, defeating incumbent Edgar Lungu.\n2. [sq1 | article_search | STRONG cred 95 | NEUTRAL | DATED] General elections in Zambia are scheduled for 13 August 2026 to elect the president and other offices.\n3. [sq1 | article_search | MODERATE cred 55 | UP | DATED] An October 2025 national poll projected Hichilema winning with 60% versus 35% for all opposition candidates combined.\n4. [sq1 | article_search | STRONG cred 90 | UP | DATED] Hichilema was officially declared UPND presidential candidate in April 2026, facing no opposition for the nomination.\n5. [sq2 | article_search | MODERATE cred 60 | DOWN | DATED] The 2026 election is described as one of the most alliance-driven in Zambia\u0027s recent history, following a 2025 constitutional amendment fostering competing coalitions.\n6. [sq2 | article_search | WEAK cred 30 | NEUTRAL | VERY_RECENT] No specific polling or data on the size or consolidation level of the opposition alliance was found in the research.\n\n## Cross-Market Signals\n\n### Polymarket\n- \"Will the Democratic Party control the Senate after the 2026 Midterm elections?\" \u2192 Yes: 0.45, Volume: $1.7M\n\nInformation gaps:\n - No recent (2026) polls on Hichilema\u0027s vote share versus a consolidated opposition alliance\n - Details on which parties/candidates are in the opposition coalition and their combined 2021 vote\n - Zambian economic indicators (inflation, kwacha, growth) for 2025-2026\n - Base rate for African incumbent first-round vote-share change between elections\n\nKey uncertainties:\n - Whether opposition alliance consolidates behind a single strong challenger\n - Reliability and methodology of the October 2025 60% poll\n - Economic conditions eroding incumbent support before August 2026\n - Turnout dynamics and regional voting patterns",
"forecast_prompt": "You are an elite superforecaster. Produce a probability distribution over the answer to this Metaculus numeric question.\n\n## Question\nWhat percentage of votes will Hakainde Hichilema receive in the first round of Zambia\u0027s 2026 presidential elections?\n\n## Description / Resolution Criteria\n## Description\nZambia is holding a [general election in August 2026](https://en.wikipedia.org/wiki/2026_Zambian_general_election). [Hakainde Hichilema](https://en.wikipedia.org/wiki/Hakainde_Hichilema), the seventh and current president of Zambia, has been president since August 2021. In April 2026 he was [officially declared the United Party for National Development\u0027s (UPND) presidential candidate](https://www.zambiamonitor.com/hichilema-declared-upnd-president-2026-presidential-candidate-at-party-assembly/) for the upcoming election, having faced no opposition for the nomination.\n\nThe upcoming election is expected to be \"one of the most [alliance-driven elections in the country\u0027s recent history](https://www.msn.com/en-xl/africa/top-stories/alliance-politics-take-centre-stage-as-zambia-heads-to-august-polls/ar-AA26hk8i),\" following a 2025 constitutional amendment that led to the creation of competing coalitions rather than competition between individual parties.\n\n[A national poll](https://www.mwebantu.com/opinion-poll-shows-president-hakainde-hichilema-headed-for-victory-in-2026/) conducted in October 2025 suggested that Hichilema would win with 60%, compared to 35% for all opposition candidates.\n\n`{\"format\": \"metac_reveal_and_close_in_period\", \"info\": {\"post_id\": 44229, \"question_id\": 44240}}`\n\n## Resolution Criteria\nThis question will resolve as the percentage of votes that Hakainde Hichilema receives in the first round of the Zambian presidential elections scheduled to be held on August 13, 2026, according to official results published by the [Electoral Commission of Zambia](https://www.elections.org.zm).\n\n## Fine Print\nIf results are not available before September 1, 2026, for any reason, or if Hichilema dies or otherwise ceases to be a presidential candidate for any reason this question will be **annulled**.\u0026#x20;\n\n***\nThis question\u0027s information (resolution criteria, fine print, background info, etc) is synced with an [original identical question](https://www.metaculus.com/questions/44229) which opened on 2026-06-30 17:00:00. This question will resolve based on the resolution criteria and fine print of the linked original question. However, if this question would resolve differently than the original question, then this question will be annulled. Additionally, if the original question\u0027s resolution could have been known before this question opened, then this question will be annulled.\n\n## Range\nThe answer must be a number in [40, 80] (units: %).\n\n## Sub-question decomposition (planner)\n- (w=0.35) Will Hichilema win the first round outright (receive more than 50% of the vote)? \u2014 The central question is whether he exceeds the majority threshold; polls suggest ~60%, so this anchors the central tende\n- (w=0.30) Will opposition alliance consolidation reduce Hichilema\u0027s vote share below the ~60% polled level? \u2014 The 2026 election is described as heavily alliance-driven; a unified opposition coalition could compress his margin sign\n- (w=0.20) Will Hichilema\u0027s actual 2026 share match or exceed his 2021 winning share (~59%)? \u2014 Incumbency and 2021 performance provide a base rate; economic and governance conditions determine whether he retains or \n- (w=0.15) Will economic conditions (inflation, currency, growth) meaningfully erode incumbent support before the vote? \u2014 Zambian voter sentiment is sensitive to cost-of-living and debt-restructuring outcomes, which could pull his share down \n\n## Synthesized evidence\n1. [sq1 | wikipedia_lookup | STRONG cred 95 | UP | DATED] Hichilema won the 2021 presidential election with 59.02% of the vote, defeating incumbent Edgar Lungu.\n2. [sq1 | article_search | STRONG cred 95 | NEUTRAL | DATED] General elections in Zambia are scheduled for 13 August 2026 to elect the president and other offices.\n3. [sq1 | article_search | MODERATE cred 55 | UP | DATED] An October 2025 national poll projected Hichilema winning with 60% versus 35% for all opposition candidates combined.\n4. [sq1 | article_search | STRONG cred 90 | UP | DATED] Hichilema was officially declared UPND presidential candidate in April 2026, facing no opposition for the nomination.\n5. [sq2 | article_search | MODERATE cred 60 | DOWN | DATED] The 2026 election is described as one of the most alliance-driven in Zambia\u0027s recent history, following a 2025 constitutional amendment fostering competing coalitions.\n6. [sq2 | article_search | WEAK cred 30 | NEUTRAL | VERY_RECENT] No specific polling or data on the size or consolidation level of the opposition alliance was found in the research.\n\n## Cross-Market Signals\n\n### Polymarket\n- \"Will the Democratic Party control the Senate after the 2026 Midterm elections?\" \u2192 Yes: 0.45, Volume: $1.7M\n\nInformation gaps:\n - No recent (2026) polls on Hichilema\u0027s vote share versus a consolidated opposition alliance\n - Details on which parties/candidates are in the opposition coalition and their combined 2021 vote\n - Zambian economic indicators (inflation, kwacha, growth) for 2025-2026\n - Base rate for African incumbent first-round vote-share change between elections\n\nKey uncertainties:\n - Whether opposition alliance consolidates behind a single strong challenger\n - Reliability and methodology of the October 2025 60% poll\n - Economic conditions eroding incumbent support before August 2026\n - Turnout dynamics and regional voting patterns\n\n## Required pre-forecast walkthrough\n\nBefore giving percentiles, address these explicitly in your rationale:\n (a) The time left until the question resolves.\n (b) The outcome if NOTHING changes from today (the status quo value).\n (c) The outcome if the CURRENT TREND continues.\n (d) The expectations of experts / markets / base rates.\n (e) A plausible scenario that produces a LOW outcome (near p10).\n (f) A plausible scenario that produces a HIGH outcome (near p90).\n\n## Calibration guidance\n\n- **Be humble about tails.** Good forecasters set WIDE 90/10 intervals to account for unknown unknowns. Narrow tails get punished by the log score far more than slightly-biased medians.\n- **Status quo anchoring.** The p50 should be close to the status quo value unless you have strong evidence of a trend.\n- Don\u0027t pile mass at one value \u2014 if you\u0027re tempted, widen the spread by 20-50%.\n- **Anchor on markets/experts.** If liquid market prices, analyst forecasts, or community percentiles appear in the evidence, center your distribution on them and widen \u2014 don\u0027t override a liquid market without specific evidence it lacks.\n\n## Output\n\nReturn ONLY valid JSON, no markdown fences:\n\n{\n \"rationale\": \"\u003caddress (a) through (f) above, then state your distribution \u2014 6-10 sentences total\u003e\",\n \"p10\": \u003cnumber\u003e,\n \"p25\": \u003cnumber\u003e,\n \"p50\": \u003cnumber\u003e,\n \"p75\": \u003cnumber\u003e,\n \"p90\": \u003cnumber\u003e\n}\n\nPercentiles MUST be in non-decreasing order (p10 \u003c= p25 \u003c= p50 \u003c= p75 \u003c= p90).\n",
"models": [
"opus"
],
"p50": 58.5,
"percentiles": {
"0.1": 51.0,
"0.25": 55.0,
"0.5": 58.5,
"0.75": 61.5,
"0.9": 65.0
},
"rationale": "(a) Question resolves after the August 13, 2026 election, roughly a couple months out. (b) Status quo: 2021 result was 59.02%, and October 2025 poll suggests ~60%, so status quo anchors near 59-60%. (c) Current trend: incumbent advantage plus early polling suggest he holds around 58-60%. (d) Experts/polls point to a first-round win around 60%; base rates for African incumbents show some erosion possible when opposition consolidates. (e) Low scenario: opposition alliance consolidates behind a strong single challenger, economic discontent over cost-of-living and debt erodes support, pulling him toward the low 50s or even a runoff (below 50 is outside range but resolves at 50 floor); near p10 ~50-52%. (f) High scenario: fragmented opposition, strong economic recovery narrative, incumbency machinery deliver ~63-66%. Given the polling anchor at ~60% and the 2021 result of 59%, I center my median around 58%. I widen tails to account for alliance-driven uncertainty and unknown economic dynamics, keeping within the [40,80] range."
},
"plan": {
"combination_logic": "weighted_average",
"domain": "politics",
"n_sub_qs": 4,
"n_tools": 4,
"reasoning_approach": "Sub-question forecasts anchor on the ~60% polling figure and 2021 result (~59%), then adjust downward for opposition alliance consolidation and economic erosion; weighted averaging blends these correlated political-momentum factors into a central vote-share estimate with appropriate uncertainty.",
"sub_questions": [
{
"id": "sq1",
"question": "Will Hichilema win the first round outright (receive more than 50% of the vote)?",
"rationale": "The central question is whether he exceeds the majority threshold; polls suggest ~60%, so this anchors the central tendency well above 50%.",
"weight": 0.35
},
{
"id": "sq2",
"question": "Will opposition alliance consolidation reduce Hichilema\u0027s vote share below the ~60% polled level?",
"rationale": "The 2026 election is described as heavily alliance-driven; a unified opposition coalition could compress his margin significantly.",
"weight": 0.3
},
{
"id": "sq3",
"question": "Will Hichilema\u0027s actual 2026 share match or exceed his 2021 winning share (~59%)?",
"rationale": "Incumbency and 2021 performance provide a base rate; economic and governance conditions determine whether he retains or loses support.",
"weight": 0.2
},
{
"id": "sq4",
"question": "Will economic conditions (inflation, currency, growth) meaningfully erode incumbent support before the vote?",
"rationale": "Zambian voter sentiment is sensitive to cost-of-living and debt-restructuring outcomes, which could pull his share down toward a plurality.",
"weight": 0.15
}
],
"tool_requests": [
{
"parameters": {
"queries": [
"2026 Zambian general election",
"2021 Zambian general election results",
"Hakainde Hichilema",
"United Party for National Development"
]
},
"target_sub_questions": [
"sq1",
"sq2",
"sq3"
],
"tool_name": "wikipedia_lookup"
},
{
"parameters": {
"lookback_days": 120,
"queries": [
"Zambia 2026 election Hichilema opposition alliance polls",
"Zambia UPND presidential candidate 2026 poll survey",
"Zambia 2026 election opposition coalition Tonse"
]
},
"target_sub_questions": [
"sq1",
"sq2",
"sq3"
],
"tool_name": "article_search"
},
{
"parameters": {
"brief": "Find the latest polling numbers, opposition alliance formations, and vote-share projections for Hakainde Hichilema in Zambia\u0027s August 2026 presidential election. Identify any polls beyond the October 2025 poll showing 60%.",
"max_searches": 4,
"question_title": "What percentage of votes will Hakainde Hichilema receive in the first round of Zambia\u0027s 2026 presidential elections?"
},
"target_sub_questions": [
"sq1",
"sq2",
"sq4"
],
"tool_name": "claude_news"
},
{
"parameters": {
"lookback_months": 24,
"search_text": "Zambia inflation consumer prices"
},
"target_sub_questions": [
"sq4"
],
"tool_name": "fred_data"
}
]
},
"question": {
"close_time": "2026-07-03T17:00:00Z",
"description": "## Description\nZambia is holding a [general election in August 2026](https://en.wikipedia.org/wiki/2026_Zambian_general_election). [Hakainde Hichilema](https://en.wikipedia.org/wiki/Hakainde_Hichilema), the seventh and current president of Zambia, has been president since August 2021. In April 2026 he was [officially declared the United Party for National Development\u0027s (UPND) presidential candidate](https://www.zambiamonitor.com/hichilema-declared-upnd-president-2026-presidential-candidate-at-party-assembly/) for the upcoming election, having faced no opposition for the nomination.\n\nThe upcoming election is expected to be \"one of the most [alliance-driven elections in the country\u0027s recent history](https://www.msn.com/en-xl/africa/top-stories/alliance-politics-take-centre-stage-as-zambia-heads-to-august-polls/ar-AA26hk8i),\" following a 2025 constitutional amendment that led to the creation of competing coalitions rather than competition between individual parties.\n\n[A national poll](https://www.mwebantu.com/opinion-poll-shows-president-hakainde-hichilema-headed-for-victory-in-2026/) conducted in October 2025 suggested that Hichilema would win with 60%, compared to 35% for all opposition candidates.\n\n`{\"format\": \"metac_reveal_and_close_in_period\", \"info\": {\"post_id\": 44229, \"question_id\": 44240}}`\n\n## Resolution Criteria\nThis question will resolve as the percentage of votes that Hakainde Hichilema receives in the first round of the Zambian presidential elections scheduled to be held on August 13, 2026, according to official results published by the [Electoral Commission of Zambia](https://www.elections.org.zm).\n\n## Fine Print\nIf results are not available before September 1, 2026, for any reason, or if Hichilema dies or otherwise ceases to be a presidential candidate for any reason this question will be **annulled**.\u0026#x20;\n\n***\nThis question\u0027s information (resolution criteria, fine print, background info, etc) is synced with an [original identical question](https://www.metaculus.com/questions/44229) which opened on 2026-06-30 17:00:00. This question will resolve based on the resolution criteria and fine print of the linked original question. However, if this question would resolve differently than the original question, then this question will be annulled. Additionally, if the original question\u0027s resolution could have been known before this question opened, then this question will be annulled.",
"open_lower": true,
"open_upper": true,
"q_max": 80,
"q_min": 40,
"question_type": "numeric",
"title": "What percentage of votes will Hakainde Hichilema receive in the first round of Zambia\u0027s 2026 presidential elections?",
"units": "%"
},
"research": {
"cross_market_brief": "## Cross-Market Signals\n\n### Polymarket\n- \"Will the Democratic Party control the Senate after the 2026 Midterm elections?\" \u2192 Yes: 0.45, Volume: $1.7M",
"errors": [],
"has_cross_market": true,
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{
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"success": true,
"summary": "3 pages",
"tool_name": "wikipedia_lookup"
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{
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"error": null,
"success": true,
"summary": "21 articles",
"tool_name": "article_search"
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"success": true,
"summary": "17 citations",
"tool_name": "claude_news"
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"success": true,
"summary": "1 series",
"tool_name": "fred_data"
}
]
},
"synthesis": {
"evidence": [
{
"claim": "Hichilema won the 2021 presidential election with 59.02% of the vote, defeating incumbent Edgar Lungu.",
"credibility": 95,
"direction": "UP",
"priced_in": true,
"recency": "DATED",
"source": "wikipedia_lookup",
"strength": "STRONG",
"sub_question_id": "sq1"
},
{
"claim": "General elections in Zambia are scheduled for 13 August 2026 to elect the president and other offices.",
"credibility": 95,
"direction": "NEUTRAL",
"priced_in": true,
"recency": "DATED",
"source": "article_search",
"strength": "STRONG",
"sub_question_id": "sq1"
},
{
"claim": "An October 2025 national poll projected Hichilema winning with 60% versus 35% for all opposition candidates combined.",
"credibility": 55,
"direction": "UP",
"priced_in": true,
"recency": "DATED",
"source": "article_search",
"strength": "MODERATE",
"sub_question_id": "sq1"
},
{
"claim": "Hichilema was officially declared UPND presidential candidate in April 2026, facing no opposition for the nomination.",
"credibility": 90,
"direction": "UP",
"priced_in": true,
"recency": "DATED",
"source": "article_search",
"strength": "STRONG",
"sub_question_id": "sq1"
},
{
"claim": "The 2026 election is described as one of the most alliance-driven in Zambia\u0027s recent history, following a 2025 constitutional amendment fostering competing coalitions.",
"credibility": 60,
"direction": "DOWN",
"priced_in": true,
"recency": "DATED",
"source": "article_search",
"strength": "MODERATE",
"sub_question_id": "sq2"
},
{
"claim": "No specific polling or data on the size or consolidation level of the opposition alliance was found in the research.",
"credibility": 30,
"direction": "NEUTRAL",
"priced_in": false,
"recency": "VERY_RECENT",
"source": "article_search",
"strength": "WEAK",
"sub_question_id": "sq2"
}
],
"information_gaps": [
"No recent (2026) polls on Hichilema\u0027s vote share versus a consolidated opposition alliance",
"Details on which parties/candidates are in the opposition coalition and their combined 2021 vote",
"Zambian economic indicators (inflation, kwacha, growth) for 2025-2026",
"Base rate for African incumbent first-round vote-share change between elections"
],
"key_uncertainties": [
"Whether opposition alliance consolidates behind a single strong challenger",
"Reliability and methodology of the October 2025 60% poll",
"Economic conditions eroding incumbent support before August 2026",
"Turnout dynamics and regional voting patterns"
],
"n_evidence": 6
},
"timings": {
"forecast": 11.41,
"plan": 14.65,
"research": 35.07,
"synthesis": 12.63
}
}