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Paper Citation Record · LEDGER

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering

As of 21 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 1 inbound Pith citation observation for arXiv:2605.29648.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.29648 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T07:58:00.374310Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:18:20.499591Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

6 of 6 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved1
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9243a120-0e22-4a35-b349-cbc74ddf6da4 · outbound

This paper cites Learning to Reason for Factuality.

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering Learning to Reason for Factuality

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-07-27T01:21:11.084113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T07:58:00.374310Z digest=sha256:f0ae26966adf4b5e9fad8345d01ed8f82684a1edf66fd5cfd2601d57e42c8073

Observation 630cfbc2-bed0-422c-ae40-b0818b291bb4 · outbound

This paper cites SafeCRS: Personalized Safety Alignment for LLM-Based Conversational Recommender Systems.

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering SafeCRS: Personalized Safety Alignment for LLM-Based Conversational Recommender Systems

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-07-28T02:23:27.337525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T07:58:00.374310Z digest=sha256:c09175889b31b0eca5e677957407624547e1e765eab5a67e43f28723f2ffeb5b

Observation 95c4339e-860a-4d1d-b6ed-9cabbabf4f52 · outbound

This paper cites Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens.

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T08:03:14.375987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T07:58:00.374310Z digest=sha256:76dc8f867c8b15998e1b31379ae8819e658ccc18a173466f1b08450d746d339e

Observation fff7be83-5fea-40d9-911f-fa8a51455321 · outbound

This paper cites QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation.

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T08:03:14.373025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T07:58:00.374310Z digest=sha256:6987414ba1763172bbde21a80894e10dbb3a2123603dc742daed82e6fc50fcc1

Observation 6eafbb4e-d590-4a2f-8198-67ca6b976d60 · outbound

This paper cites i don’t know.

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering i don’t know

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-29T07:58:00.374310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:58:00.374310Z digest=sha256:ca2abbee757d7bd00c036d0c404f208096e32d8a6eef308728001520443018f2

Observation 0ca49b65-274d-48da-8e67-19bd7bfdf33a · outbound

This paper cites Do not loop or repeat the same point or phrase.

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering Do not loop or repeat the same point or phrase

Reference 6

Resolution
malformed identifier
arxiv_id, observed 2026-06-29T08:03:14.370230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T07:58:00.374310Z digest=sha256:955e973db93d1d8630517753a0d9dfa47d7af6e79b9c286779db42b7669d859a

Pith citing papers

Observation 5e2212fc-7775-4ed9-a1d4-09ad50f191ef · inbound

Agentic Commerce World: An Auditable and Verifiable Environment for Vibe Commerce cites this paper.

Agentic Commerce World: An Auditable and Verifiable Environment for Vibe Commerce Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-04T07:18:20.499591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T07:18:20.499591Z digest=sha256:041c8f86ffcc99cc5dd8eeffd3377b828e45d7d1324fc6beddd4ac7aba3c255e