Pith. sign in

Paper Citation Record · LEDGER

PromptPack: Scaling LLM Annotation Agents for Online Recommendation

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.20528.

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

pith.paper-citation-record.v1
2607.20528 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:46:11.525599Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f2bd9833-244d-49a4-aeae-0b67ee7c0e42 · outbound

This paper cites XML Prompting as Grammar-Constrained Interaction: Fixed-Point Semantics, Convergence Guarantees, and Human-AI Protocols.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation XML Prompting as Grammar-Constrained Interaction: Fixed-Point Semantics, Convergence Guarantees, and Human-AI Protocols

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:09.972340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:09.972340Z digest=sha256:e83e015ea0a7a6d2220ae18e05ac77656e782ee200e05c4a37e9f3017c7fee02

Observation 0ede56aa-89e5-4dc7-bdc8-9020f7a538c2 · outbound

This paper cites an unresolved cited work.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:10.084746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:10.084746Z digest=sha256:3143b9864e1591de32d0e009aec7a5dfa9ec6723b38da66bec0e64bcb3e7c7dc

Observation ca3be176-2fe2-45d6-a2ba-b6cb4af8d176 · outbound

This paper cites an unresolved cited work.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:10.224765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:10.224765Z digest=sha256:0ef500efe4a9fe1506d6308155438cfa1a2ac211b98239702a968da463385d8d

Observation 5b712896-84db-468e-b74d-6e1a512b9722 · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:10.294466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:10.294466Z digest=sha256:4e89ea338c6bfdeb779fafc299b5f6338638a0118ed2509b257435a22741ec0e

Observation 289a7bbb-3fdb-4a6a-8b8d-6b5a71c8a9c0 · outbound

This paper cites an unresolved cited work.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:10.454833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:10.454833Z digest=sha256:d5d29ff52d4fda35b3b44de94f864330d4d40bb64407f5c796ea2957a0afee18

Observation f8788382-cb73-4328-96b8-c7bf762aa27f · outbound

This paper cites an unresolved cited work.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Unresolved cited work

Reference 6

Resolution
verified exact
doi, observed 2026-08-02T07:48:41.285318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-02T07:46:10.540283Z digest=sha256:93cb7817834c30f4c3adc141aff78d7c3c933f3f99e795a3b8a51daebdb7b36a

Observation 3b24c8e1-161e-4917-9389-98caa159e41e · outbound

This paper cites an unresolved cited work.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:10.624823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:10.624823Z digest=sha256:fffa54c84217af76553236a8140f0b1509ba80c651790e8ae82ac5d25ae766c8

Observation f9988f4e-c5b3-4319-85a6-72ee7c6559f0 · outbound

This paper cites an unresolved cited work.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:10.714752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:10.714752Z digest=sha256:22be696096c22b189ebd220708c0a1cd16051e778c09d1e2d6425be930cae373

Observation 710f83e2-cc6f-4e0b-a563-03b36f121344 · outbound

This paper cites CliqueParcel: An Approach For Batching LLM Prompts That Jointly Optimizes Efficiency And Faithfulness.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation CliqueParcel: An Approach For Batching LLM Prompts That Jointly Optimizes Efficiency And Faithfulness

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:10.814831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:10.814831Z digest=sha256:ec25898dbb3050ec151061172676992a76f6035834268f33b9a6c019b505213f

Observation cdb54e9d-7f59-4d47-b349-6f2efd695b20 · outbound

This paper cites an unresolved cited work.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-08-02T07:48:41.161933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-02T07:46:10.894878Z digest=sha256:3a54f3ec326da0c818e8a800ea3be67e38787b420b6f69a53207a44fc9ae0127

Observation 6a35ebad-5112-4848-8960-a2a96e05f2ef · outbound

This paper cites an unresolved cited work.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:11.005026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:11.005026Z digest=sha256:452d7f1fc90a807d86c087c66c1e5d28a0eff1d99c3bd5878a3a3bd1456d08ce

Observation ee9c16f2-6247-4045-b165-6636a3265d6d · outbound

This paper cites 2006.Credit Risk Scorecards: Developing and Implementing Intelli- gent Credit Scoring.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation 2006.Credit Risk Scorecards: Developing and Implementing Intelli- gent Credit Scoring

Reference 12

Resolution
verified exact
doi, observed 2026-08-02T07:48:41.060833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-02T07:46:11.144618Z digest=sha256:97db39b5352b4ad7cfc65db3fd8136a5bf15bda4724865e5858ff462c875ba5e

Observation 234db793-0e03-42b4-89dc-bb47e7aae6cf · outbound

This paper cites an unresolved cited work.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:11.351126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:11.351126Z digest=sha256:148d98ad20d1e1b2f415e65702e53a68d141bd02f80d7411d5417851eba33dc8

Observation 22ed7acf-a9d3-4620-a0ab-61b8aa9e3596 · outbound

This paper cites an unresolved cited work.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:11.464922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:11.464922Z digest=sha256:1dfeec1ba5ffd99d59dfa7010f73e27572f3e923dd534bd80bad2669ff4a978e

Observation 73c4b7ab-20a5-4950-9b14-04884b42e6d5 · outbound

This paper cites Zhou, Chuanjie Liu, and Gang Peng.

PromptPack: Scaling LLM Annotation Agents for Online Recommendation Zhou, Chuanjie Liu, and Gang Peng

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:11.525599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:11.525599Z digest=sha256:49eb0f7450eecd9279387fe5dd405b0c59ae887eb82fbefeec39bb7d1cbd1ef5

Pith citing papers

No inbound Pith citation observations are available.