thesisPrototype

Conditional

US CRP enrolled acres, Sep 2027, no FY2027-31 ceiling

What will USDA FSA Conservation Reserve Program Statistics, CRP Monthly Summary, TOTAL CRP row, Acres column report for total enrolled acres for September 2027, not seasonally adjusted administrative total, on the first print, conditional on no farm bill enacted by 2027-09-30 setting a CRP acreage ceiling for fiscal years 2027 through 2031?

Conditional on: No farm bill enacted by 2027-09-30 sets a CRP acreage ceiling for fiscal years 2027 through 2031; current law holds.

Forecast

26,182,019
25,198,516–27,165,522
80% prediction interval
gpt-5.5Run record ↗
24,190,00025,320,00026,450,00027,580,000September 2024April 2026FY 202726,182,019
historyforecast path80% interval
Probability distribution

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%23,723,26226,182,01928,640,777Forecast value

Shaded band: 80% interval (25,198,516–27,165,522). Dashed line: point estimate (26,182,019).

Derived from the point estimate and 80% interval; the agent did not report a full distribution.

Analysis

§Resolution framing

This is the registered resolve-by-bound CRP target. I byte-echo the Thesis lab bound 2027-12-31 and use the registered FSA CRP statistics page as the methodology identity URL only; it does not establish the expected release window or a scheduled release day. The target is the September 2027 first-print TOTAL CRP Acres cell.

▸ Reported tool use: thesis_announcement_fetch.fetch_official_announcementmodel report
fetch_official_announcement(url='https://www.fsa.usda.gov/tools/informational/reports/conservation-statistics/crp')
↳ Fetched exact registered official announcement URL; statusCode=200, responseBytes=121042, responseSha256=45c92ae6feee72d538dbc367373f90960e431a18ea7a44d04c7f45e2064c57a9.
▸ Reported tool use: resolve_pending.fsa_crp_fetch_periodmodel report
fsa_crp_fetch_period(enrolled_acres_total, periods 2026-04, 2026-03, 2026-02)
↳ Official parser values from FSA CRP Monthly Summary PDFs: 2026-04=26182019; 2026-03=26203615; 2026-02=26231997.
▸ Reported tool use: resolve_pending.fsa_crp_fetch_periodmodel report
fsa_crp_fetch_period(enrolled_acres_total, periods 2026-01, 2025-12, 2025-11)
↳ Official parser values from FSA CRP Monthly Summary PDFs: 2026-01=26255016; 2025-12=26279615; 2025-11=26317011.
▸ Reported tool use: resolve_pending.fsa_crp_fetch_periodmodel report
fsa_crp_fetch_period(enrolled_acres_total, periods 2025-10, 2025-09, 2024-09, plus 2026-05 to 2026-07 availability checks)
↳ Official parser values: 2025-10=26316110; 2025-09=25766115; 2024-09=24601888. Later checked periods 2026-05, 2026-06, and 2026-07 returned value=None from the landing URL, so April 2026 is the latest parsed numeric print in this run.
▸ Reported tool use: curl uscode.house.govmodel report
fetch 16 U.S.C. 3831 conservation reserve acreage text
↳ Fetched U.S. Code text around 16 U.S.C. 3831(d)(1): fiscal year 2022 not more than 25500000 acres; fiscal year 2023 not more than 27000000 acres. The registry-supplied condition governs FY2027-31 no-ceiling status.
▸ Reported tool use: scripts/run_time_series_models.pymodel report
PYTHONPATH=. python3 scripts/run_time_series_models.py --models persistence --round-increment 1
↳ thesis_model_candidate_v1 persistence.last_print: pointEstimate=26182019, p10=26150933, p50=26182019, p90=26916284, interval80 lower=26150933 upper=26916284, interval90 lower=26147778 upper=27131265, calibrationN=8, trainCutoff=2026-04, walk_forward meanAbsoluteError=231264.375.
▸ Reported tool use: curl app.thesisinstitute.org/specs.jsonmodel report
curl -sS -D - https://app.thesisinstitute.org/specs.json
↳ Slug check endpoint returned HTTP 404 with content-length=11289 rather than JSON, so no published-spec match was available from that endpoint for slug us-crp-enrolled-acres-september-2027-no-fy2027-31-ceiling-source-recovered-2026-08-13.

Base rate / reference class: the 9 parser-backed official CRP enrolled-acre prints fetched this run span 24,601,888 to 26,317,011 acres. The latest print is 26,182,019 for April 2026, and the persistence model candidate uses that as the strongest benchmark. Because the no-FY2027-31-ceiling condition supplies no fetched numeric policy effect, the base rate remains the forecast point.

Successive changes from the fetched official history are +1164227, +549995, +901, -37396, -24599, -23019, -28382, and -21596 acres; mean change = 197516.375 acres. The sample standard deviation of those changes is 439093.781608 acres.

Prior/update/interval: selected prior is persistence at 26182019 from the 2026-04 official print, using the 2024-09 through 2026-04 parser-backed history. Adjustment components: 0 acres for momentum because recent monthly declines and the prior September-to-September increase point in opposite directions; 0 acres for policy because the condition is no farm bill FY2027-31 ceiling and no fetched numeric effect clears the material-update test. No revised-methodology or backcast print is pre-applied; the current parser-backed official series remains the admissible base rate, and the registered methodology/source transition plus the roughly 17-month horizon are handled as interval uncertainty rather than a numeric level adjustment. Interval method: realized first-print change dispersion widened 1.75x for horizon and transition risk; sigma = 439094 acres, so the unadjusted 80% half-width is roughly 1.28*sigma = 562040 acres and the widened half-width is 562040*1.75 = 983503 acres. Point = 26182019; ciLow = 26182019 - 983503 = 25198516; ciHigh = 26182019 + 983503 = 27165522.

Counter-consideration: downside risk would land below the interval if FY2027 expirations are large and FSA cannot replace acres under current law. Upside risk would land above the interval if FSA restores enrollments above the prior statutory 27,000,000 acre neighborhood even without a FY2027-31 ceiling; either case would be outside the interval.

Review disposition: accepted the interval critique by widening the realized-change interval for the longer September 2027 horizon and accepted the regime critique by explicitly treating the registered methodology/source transition as uncertainty, not as a pre-applied numeric adjustment. Kept the parser-backed point estimate, target fields, and failed specs.json diagnostic because they were part of the draft's public run evidence.

Key drivers

  • April 2026 parser-backed latest print at 26,182,019 acres
  • No direct fetched evidence for moving away from persistence
  • Large 2024-09 to 2025-09 increase widens horizon uncertainty
  • Recent monthly prints drifted down after October 2025
  • No FY2027-31 ceiling condition limits policy-specific adjustment

Tool evidence

This run has no captured tool responses. “Reported tool use” in the analysis is the model’s account, not an archived tool response.

Sources and resolution

Official source
USDA Farm Service Agency, Conservation Reserve Program Statistics, CRP Monthly Summary
Resolution date
December 31, 2027· outcome not recorded
Resolution rule
Resolve from the first USDA FSA Conservation Reserve Program Statistics CRP Monthly Summary for September 2027, TOTAL CRP row, Acres column, reported as whole acres. Use the first print only; later corrections or revisions do not change the resolved value. The resolution date is the Thesis registered resolve-by bound 2027-12-31, not a scheduled release day. The conditional resolves only if no farm bill enacted by 2027-09-30 sets a CRP acreage ceiling for fiscal years 2027 through 2031 and current law holds; if that condition fails, mark this cell unresolved.
Run details

The analysis is the model’s written report. Tool-use descriptions in that report are model claims; the activity artifacts contain the execution record.

thesis.analyst · gpt-5.5 · full · v2.5.11

pre-submit review · completed

Draft is tied to the correct registered target and parser-backed base rate, but the interval method needs a clearer horizon-consistent justification before publication.

  • warning interval: The 80% interval applies one-period realized change dispersion directly to a September 2027 target roughly 17 months after the latest parsed April 2026 print, using a short mixed-frequency sample that includes one Sep-to-Sep jump plus monthly changes.
  • warning prior_update_interval: The compact Prior/update/interval step names the persistence prior and sample, but it does not explicitly discuss the registered methodology/source transition instruction as a regime consideration in the sigma step.
  • info optional_suggestion: The parser-backed values I checked match the draft for 2024-09, 2025-09 through 2026-04.
  • info optional_suggestion: Consider removing the failed specs.json 404 from sourceContext unless the publisher needs that diagnostic artifact.

disposition accepted: Review disposition: accepted the interval critique by widening the realized-change interval for the longer September 2027 horizon and accepted the regime critique by explicitly treating the registered methodology/source transition as uncertainty, not as a pre-applied numeric adjustment. Kept the parser-backed point estimate, target fields, and failed specs.json diagnostic because they were part of the draft's public run evidence.

disposition accepted: Review disposition: accepted the interval critique by widening the realized-change interval for the longer September 2027 horizon and accepted the regime critique by explicitly treating the registered methodology/source transition as uncertainty, not as a pre-applied numeric adjustment. Kept the parser-backed point estimate, target fields, and failed specs.json diagnostic because they were part of the draft's public run evidence.

disposition not applicable: Review disposition: accepted the interval critique by widening the realized-change interval for the longer September 2027 horizon and accepted the regime critique by explicitly treating the registered methodology/source transition as uncertainty, not as a pre-applied numeric adjustment. Kept the parser-backed point estimate, target fields, and failed specs.json diagnostic because they were part of the draft's public run evidence.

disposition not applicable: Review disposition: accepted the interval critique by widening the realized-change interval for the longer September 2027 horizon and accepted the regime critique by explicitly treating the registered methodology/source transition as uncertainty, not as a pre-applied numeric adjustment. Kept the parser-backed point estimate, target fields, and failed specs.json diagnostic because they were part of the draft's public run evidence.

Activity artifacts

Complete original trace

§Resolution framing

This is the registered resolve-by-bound CRP target. I byte-echo the Thesis lab bound 2027-12-31 and use the registered FSA CRP statistics page as the methodology identity URL only; it does not establish the expected release window or a scheduled release day. The target is the September 2027 first-print TOTAL CRP Acres cell.

▸ Reported tool use: thesis_announcement_fetch.fetch_official_announcementmodel report
fetch_official_announcement(url='https://www.fsa.usda.gov/tools/informational/reports/conservation-statistics/crp')
↳ Fetched exact registered official announcement URL; statusCode=200, responseBytes=121042, responseSha256=45c92ae6feee72d538dbc367373f90960e431a18ea7a44d04c7f45e2064c57a9.
▸ Reported tool use: resolve_pending.fsa_crp_fetch_periodmodel report
fsa_crp_fetch_period(enrolled_acres_total, periods 2026-04, 2026-03, 2026-02)
↳ Official parser values from FSA CRP Monthly Summary PDFs: 2026-04=26182019; 2026-03=26203615; 2026-02=26231997.
▸ Reported tool use: resolve_pending.fsa_crp_fetch_periodmodel report
fsa_crp_fetch_period(enrolled_acres_total, periods 2026-01, 2025-12, 2025-11)
↳ Official parser values from FSA CRP Monthly Summary PDFs: 2026-01=26255016; 2025-12=26279615; 2025-11=26317011.
▸ Reported tool use: resolve_pending.fsa_crp_fetch_periodmodel report
fsa_crp_fetch_period(enrolled_acres_total, periods 2025-10, 2025-09, 2024-09, plus 2026-05 to 2026-07 availability checks)
↳ Official parser values: 2025-10=26316110; 2025-09=25766115; 2024-09=24601888. Later checked periods 2026-05, 2026-06, and 2026-07 returned value=None from the landing URL, so April 2026 is the latest parsed numeric print in this run.
▸ Reported tool use: curl uscode.house.govmodel report
fetch 16 U.S.C. 3831 conservation reserve acreage text
↳ Fetched U.S. Code text around 16 U.S.C. 3831(d)(1): fiscal year 2022 not more than 25500000 acres; fiscal year 2023 not more than 27000000 acres. The registry-supplied condition governs FY2027-31 no-ceiling status.
▸ Reported tool use: scripts/run_time_series_models.pymodel report
PYTHONPATH=. python3 scripts/run_time_series_models.py --models persistence --round-increment 1
↳ thesis_model_candidate_v1 persistence.last_print: pointEstimate=26182019, p10=26150933, p50=26182019, p90=26916284, interval80 lower=26150933 upper=26916284, interval90 lower=26147778 upper=27131265, calibrationN=8, trainCutoff=2026-04, walk_forward meanAbsoluteError=231264.375.
▸ Reported tool use: curl app.thesisinstitute.org/specs.jsonmodel report
curl -sS -D - https://app.thesisinstitute.org/specs.json
↳ Slug check endpoint returned HTTP 404 with content-length=11289 rather than JSON, so no published-spec match was available from that endpoint for slug us-crp-enrolled-acres-september-2027-no-fy2027-31-ceiling-source-recovered-2026-08-13.

Base rate / reference class: the 9 parser-backed official CRP enrolled-acre prints fetched this run span 24,601,888 to 26,317,011 acres. The latest print is 26,182,019 for April 2026, and the persistence model candidate uses that as the strongest benchmark. Because the no-FY2027-31-ceiling condition supplies no fetched numeric policy effect, the base rate remains the forecast point.

Successive changes from the fetched official history are +1164227, +549995, +901, -37396, -24599, -23019, -28382, and -21596 acres; mean change = 197516.375 acres. The sample standard deviation of those changes is 439093.781608 acres.

Prior/update/interval: selected prior is persistence at 26182019 from the 2026-04 official print, using the 2024-09 through 2026-04 parser-backed history. Adjustment components: 0 acres for momentum because recent monthly declines and the prior September-to-September increase point in opposite directions; 0 acres for policy because the condition is no farm bill FY2027-31 ceiling and no fetched numeric effect clears the material-update test. No revised-methodology or backcast print is pre-applied; the current parser-backed official series remains the admissible base rate, and the registered methodology/source transition plus the roughly 17-month horizon are handled as interval uncertainty rather than a numeric level adjustment. Interval method: realized first-print change dispersion widened 1.75x for horizon and transition risk; sigma = 439094 acres, so the unadjusted 80% half-width is roughly 1.28*sigma = 562040 acres and the widened half-width is 562040*1.75 = 983503 acres. Point = 26182019; ciLow = 26182019 - 983503 = 25198516; ciHigh = 26182019 + 983503 = 27165522.

Counter-consideration: downside risk would land below the interval if FY2027 expirations are large and FSA cannot replace acres under current law. Upside risk would land above the interval if FSA restores enrollments above the prior statutory 27,000,000 acre neighborhood even without a FY2027-31 ceiling; either case would be outside the interval.

Review disposition: accepted the interval critique by widening the realized-change interval for the longer September 2027 horizon and accepted the regime critique by explicitly treating the registered methodology/source transition as uncertainty, not as a pre-applied numeric adjustment. Kept the parser-backed point estimate, target fields, and failed specs.json diagnostic because they were part of the draft's public run evidence.

calibrated forecast · 80% CI
26,182,019[25,198,516 · 27,165,522]
Target metadata

Data point: usda.fsa.crp.enrolled_acres_total.2027_09.first_print.no_fy2027_31_ceiling_source_recovered_2026_08_13

More conditional forecasts