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Buildability / Receipt

SPREG: Structured Plan Repair with Entropy-Guided Test-Time Intervention for Large Language Model Reasoning

This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.

Public buildability page receipt window

Watch and verify: SPREG: Structured Plan Repair with Entropy-Guided Test-Time Intervention for Large Language Model Reasoning

/buildability/spreg-structured-plan-repair-with-entropy-guided-test-time-intervention-for-large-language-model-reasoning

Watchwatch

Subject: SPREG: Structured Plan Repair with Entropy-Guided Test-Time Intervention for Large Language Model Reasoning

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Data

{"file name": "input.pdf", "number of pages": 9, "author": "Xuan Wang; Yu Ming; Xinhao Zhong; Xinyu Yu; Wenjie Wang; Shuai Chen; Wei Lin"

Compute

{"file name": "input.pdf", "number of pages": 9, "author": "Xuan Wang; Yu Ming; Xinhao Zhong; Xinyu Yu; Wenjie Wang; Shuai Chen; Wei Lin", "title": "SPREG: Structured Plan Repair with Entropy-Guided Test-Time Intervention for Large Language Model Reasoning", "creation date": null, "modification date": null, "kids": []}

Inference

{"file name": "input.pdf", "number of pages": 9, "author": "Xuan Wang; Yu Ming; Xinhao Zhong; Xinyu Yu; Wenjie Wang; Shuai Chen; Wei Lin", "title": "SPREG: Structured Plan Repair with Entropy-Guided Test-Time Intervention for Large Language Model Reasoning", "creation date": null, "modification date": null, "kids": []}

Hardware

{"file name": "input.pdf", "number of pages": 9, "author": "Xuan Wang; Yu Ming; Xinhao Zhong; Xinyu Yu; Wenjie Wang; Shuai Chen; Wei Lin", "title": "SPREG: Structured Plan Repair with Entropy-Guided Test-Time Intervention for Large Language Model Reasoning", "creation date": null, "modification date": null, "kids": []}

Evidence ids

Receipt path

/buildability/spreg-structured-plan-repair-with-entropy-guided-test-time-intervention-for-large-language-model-reasoning

Paper ref

spreg-structured-plan-repair-with-entropy-guided-test-time-intervention-for-large-language-model-reasoning

arXiv id

2604.17884

Freshness

Generated at

2026-04-21T20:33:49.808Z

Evidence freshness

stale

Last verification

2026-04-21T20:33:49.808Z

Sources

4

References

0

Coverage

67%

Hash state

Lineage hash

1ebdcab065304aef97b849b67f20fce14422a011a741c767288273d4040c0964

Canonical opportunity-kernel lineage hash.

Signature state

External signature

unsigned_external

No founder, registry, pilot, or production-adoption signature is attached to this receipt.

Verification

not_verified

Verification is blocked until an external signature is provided.

Blockers

  • Missing: repo_url
  • Missing: references

Some score or evidence fields are outside the preferred freshness window.

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Truth Boundary

External gate remains unresolved for live deployment claims.

Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.