thesisPrototype

Government data

US government social benefits, June 2026

What will BEA first report for June 2026 personal current transfer receipts: government social benefits to persons (A063RC1), monthly, seasonally adjusted at an annual rate, in billions of dollars?

Overdue · was due Jul 30, 2026

The resolver routes this target's reference, but its last run printed no line naming this target.

NO_REPORT · resolver status as of Oct 7, 2026

Forecast

$5,028.3B
$5,005.4B–$5,051.2B
80% prediction interval
gpt-5.6-solRun record ↗
4,9785,0065,0345,061January 2026May 2026Jul 2026$5,028.3B
historyforecast path80% interval
Probability distribution

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%$4,971.1B$5,028.3B$5,085.6BForecast value

Shaded band: 80% interval ($5,005.4B–$5,051.2B). Dashed line: point estimate ($5,028.3B).

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

Analysis

§June 2026 government social benefits first-print forecast

The target is BEA series A063RC1: monthly personal current transfer receipts from government social benefits, measured in billions of dollars at a seasonally adjusted annual rate. It resolves on the first June 2026 print, not a later revision.

▸ Reported tool use: official.lookupmodel report
Fetch the latest published A063RC1 monthly observations and units from the BEA-sourced FRED series page.
↳ Fetched January 2026 5002.8, February 4988.0, March 4991.0, April 4995.7, and May 5024.4 billion dollars, monthly seasonally adjusted annual rate.
▸ Reported tool use: official.lookupmodel report
Inspect BEA's May 2026 Personal Income and Outlays release for contemporaneous aggregate-income conditions.
↳ BEA reported May personal income up 181.6 billion, disposable personal income up 164.9 billion, and PCE up 156.1 billion; the release also reported revisions to Social Security and Medicaid benefits.
▸ Reported tool use: official.lookupmodel report
Calculate the recent A063RC1 reference-class changes from the fetched monthly observations.
↳ Fetched-level successive changes were -14.8, +3.0, +4.7, and +28.7 billion from January through May 2026; their mean was +5.4 billion and sample standard deviation was 17.9 billion.

The reference class and base rate are short-horizon monthly level forecasts for this same SAAR series. Persistence is the primary prior: May's 5024.4 level is more informative than extrapolating its exceptional +28.7 increase, while the four-change mean of +5.4 indicates a gently rising underlying path.

BEA's official release calendar, corroborated by the May release, schedules the June 2026 Personal Income and Outlays release for 8:30 a.m. on July 30, 2026. The registered source binding has a concrete discrepancy: its June 25 ALFRED vintage predates the June observation, and its expected window ends July 29. The canonical resolver fields remain unchanged here pending correction through the approved target-metadata path.

Prior/update/interval: persistence model prior = May 5024.4; historical sample = January–May 2026 levels with changes -14.8, +3.0, +4.7, +28.7. Adjustment components are +3.9 billion for the median recent monthly change, +0.0 for known one-offs, and +0.0 for identified June policy changes, giving 5024.4 + 3.9 = 5028.3. From the four successive changes, sample sigma = 17.9 billion; the normal-reference 80% half-width is 1.28*sigma = 1.28*17.9 = 22.9 billion. Thus the final implied bounds are 5028.3 - 22.9 = 5005.4 and 5028.3 + 22.9 = 5051.2. This interval is fragile because sigma is estimated from only four recent changes.

Upside risk comes from another discrete acceleration in Social Security, Medicare, Medicaid, veterans, or disaster-related benefits and would land above the interval if the June increase exceeds about 26.8 billion. Downside risk comes from payment timing, normalization after May, or adverse first-print source-data revisions and would land below the interval if June falls more than about 19.0 billion.

Review disposition: Accepted the resolver critique by retaining the canonical URL while moving its vintage discrepancy to reasoning for correction through target metadata; accepted the table-alignment critique by using the ledger's Table 1 reference; accepted the interval-fragility suggestion.

Key drivers

  • May level provides the persistence anchor
  • Recent monthly changes show modest underlying growth with occasional benefit-payment jumps
  • Social Security and Medicaid source-data revisions create first-print uncertainty
  • No identified June policy change warrants extrapolating May's unusually large increase

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
U.S. Bureau of Economic Analysis, Personal Income and Outlays, Table 1
Resolution date
July 30, 2026· outcome not recorded
Resolution rule
Resolve to the first-published June 2026 value of BEA series A063RC1, personal current transfer receipts: government social benefits to persons, monthly seasonally adjusted at an annual rate in billions of dollars, using the displayed one-decimal value and ignoring later revisions.
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-5.6-sol · fast · v2.2.0

pre-submit review · completed

Draft is mostly publication-ready, but the resolver binding/date discrepancy must be handled explicitly in the published target metadata rather than left as an internally contradictory forecast record.

  • blocking resolver: The draft correctly identifies that the registered ALFRED vintage_date=2026-06-25 cannot contain the June 2026 first print, but its JSON still carries that URL while the rule says to use the July 30 first print.
  • warning coherence: The draft uses BEA Table 2.6 in the question/resolutionSource, while the ledger sourceBinding says Personal Income and Outlays, Table 1 for field A063RC1.
  • info optional_suggestion: The prior/update/interval step is strong and names the persistence prior, sample, adjustment, sigma method, and bounds.
  • info optional_suggestion: Tail scenarios are concrete; consider adding one sentence that the interval is intentionally based on only four recent changes and therefore is fragile.

disposition accepted: Review disposition: Accepted the resolver critique by retaining the canonical URL while moving its vintage discrepancy to reasoning for correction through target metadata; accepted the table-alignment critique by using the ledger's Table 1 reference; accepted the interval-fragility suggestion.

disposition accepted: Review disposition: Accepted the resolver critique by retaining the canonical URL while moving its vintage discrepancy to reasoning for correction through target metadata; accepted the table-alignment critique by using the ledger's Table 1 reference; accepted the interval-fragility suggestion.

disposition not applicable: Review disposition: Accepted the resolver critique by retaining the canonical URL while moving its vintage discrepancy to reasoning for correction through target metadata; accepted the table-alignment critique by using the ledger's Table 1 reference; accepted the interval-fragility suggestion.

disposition not applicable: Review disposition: Accepted the resolver critique by retaining the canonical URL while moving its vintage discrepancy to reasoning for correction through target metadata; accepted the table-alignment critique by using the ledger's Table 1 reference; accepted the interval-fragility suggestion.

Activity artifacts

Complete original trace

§June 2026 government social benefits first-print forecast

The target is BEA series A063RC1: monthly personal current transfer receipts from government social benefits, measured in billions of dollars at a seasonally adjusted annual rate. It resolves on the first June 2026 print, not a later revision.

▸ Reported tool use: official.lookupmodel report
Fetch the latest published A063RC1 monthly observations and units from the BEA-sourced FRED series page.
↳ Fetched January 2026 5002.8, February 4988.0, March 4991.0, April 4995.7, and May 5024.4 billion dollars, monthly seasonally adjusted annual rate.
▸ Reported tool use: official.lookupmodel report
Inspect BEA's May 2026 Personal Income and Outlays release for contemporaneous aggregate-income conditions.
↳ BEA reported May personal income up 181.6 billion, disposable personal income up 164.9 billion, and PCE up 156.1 billion; the release also reported revisions to Social Security and Medicaid benefits.
▸ Reported tool use: official.lookupmodel report
Calculate the recent A063RC1 reference-class changes from the fetched monthly observations.
↳ Fetched-level successive changes were -14.8, +3.0, +4.7, and +28.7 billion from January through May 2026; their mean was +5.4 billion and sample standard deviation was 17.9 billion.

The reference class and base rate are short-horizon monthly level forecasts for this same SAAR series. Persistence is the primary prior: May's 5024.4 level is more informative than extrapolating its exceptional +28.7 increase, while the four-change mean of +5.4 indicates a gently rising underlying path.

BEA's official release calendar, corroborated by the May release, schedules the June 2026 Personal Income and Outlays release for 8:30 a.m. on July 30, 2026. The registered source binding has a concrete discrepancy: its June 25 ALFRED vintage predates the June observation, and its expected window ends July 29. The canonical resolver fields remain unchanged here pending correction through the approved target-metadata path.

Prior/update/interval: persistence model prior = May 5024.4; historical sample = January–May 2026 levels with changes -14.8, +3.0, +4.7, +28.7. Adjustment components are +3.9 billion for the median recent monthly change, +0.0 for known one-offs, and +0.0 for identified June policy changes, giving 5024.4 + 3.9 = 5028.3. From the four successive changes, sample sigma = 17.9 billion; the normal-reference 80% half-width is 1.28*sigma = 1.28*17.9 = 22.9 billion. Thus the final implied bounds are 5028.3 - 22.9 = 5005.4 and 5028.3 + 22.9 = 5051.2. This interval is fragile because sigma is estimated from only four recent changes.

Upside risk comes from another discrete acceleration in Social Security, Medicare, Medicaid, veterans, or disaster-related benefits and would land above the interval if the June increase exceeds about 26.8 billion. Downside risk comes from payment timing, normalization after May, or adverse first-print source-data revisions and would land below the interval if June falls more than about 19.0 billion.

Review disposition: Accepted the resolver critique by retaining the canonical URL while moving its vintage discrepancy to reasoning for correction through target metadata; accepted the table-alignment critique by using the ledger's Table 1 reference; accepted the interval-fragility suggestion.

calibrated forecast · 80% CI
$5,028.3B[$5,005.4B · $5,051.2B]
Target metadata

Data point: bea.government_social_benefits.level.june_2026.first_print

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