# Market Thesis Research Bundle

Question: Given El Niño warnings, will major food producers, grocers, or CPI prints show forward food-inflation pressure and margin squeeze from agriculture inputs rather than treating the weather shock as noise by year-end 2026?

What this bundle is: a reasoning and monitoring scaffold. It organizes public evidence into observations, claims, uncertainty branches, thresholds, and a watch plan.

What this bundle is not: primary evidence, live market data, trade advice, or a substitute for official, live, or current web sources.

Core tension: The assessment turns on unresolved evidence and live-source refresh.

Current inference to verify: {'stance': 'lean_yes', 'confidence': 'medium', 'status': 'current_inference_to_verify', 'summary': 'The evidence at the cutoff leans toward visible food-inflation pressure and some margin squeeze emerging before year-end 2026, but the causal chain is still incomplete. NOAA shows El Niño conditions are already present and strengthening into winter 2026-27; BLS food CPI and PPI are already firmer; USDA balance sheets point to tighter wheat conditions and higher farm-price assumptions; and company commentary already reflects cost pressure. The unresolved question is whether this resolves into broad, durable shelf-price and margin effects or remains partially absorbed by hedging, promotions, mix, and uneven weather impacts.'} Treat this as a hypothesis that must be refreshed against live official sources, not as a signal.

How to use: read `source_priority.json` first, refresh sources in `live_verification_plan.json`, then use `fact_inference_split.json`, `thresholds.json`, and `watch_schedule.json` to decide what changed. Do not infer buy/sell/hold, position sizing, execution, or asset-price direction from this artifact.