Paper Citation Record · LEDGER

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever

As of 10 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2508.14323.

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

pith.paper-citation-record.v1
2508.14323 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:46:19.149212Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

35 of 35 outbound references displayed

verified exact1
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 28964251-1b44-47ee-b1d2-942fca9aa128 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:21.676373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 926d2be5-031b-47be-87bd-5ec6411ca051 · outbound

This paper cites Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:15.788866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b53c233-c1e8-4a44-84f6-a00c8a7a7f35 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:21.523064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 42fb8596-8f19-4d44-8639-2d285cd2de59 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:15.992898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2ef19bd-0616-442d-afa0-ca2451e5b657 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:21.357456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 251c4638-8409-435c-915d-172af53ed31f · outbound

This paper cites The Llama 3 Herd of Models.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:16.174642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27736851-a063-4c21-9b6c-12a197b0cd6f · outbound

This paper cites Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:46:19.511892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a0d82de8-2e1e-441f-93a6-a5307f014107 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:16.369661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 915671c3-e5cc-4ec2-9679-5d17a1a45d50 · outbound

This paper cites MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:16.475327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09886cea-452d-454d-8e62-e0eaae2c0e9c · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:21.177295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3c9bd6aa-992b-4caa-ac4b-188a8cf18f78 · outbound

This paper cites Mistral 7B.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Mistral 7B

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:16.683025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb094f4f-d577-4a02-b801-8e50e11c0095 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:21.057796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 776a93cb-c035-4bb2-95de-8ebf40ac0bb0 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:16.874309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92de427-237c-4361-a176-e286349d61a5 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:16.949907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 505a0ce1-d895-499b-833b-891b6e02bf06 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:20.897404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c2e6f7f1-93b3-424d-8af2-9759ff7bd73e · outbound

This paper cites Augmented Language Models: a Survey.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Augmented Language Models: a Survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:17.153051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55ebc0d4-3093-48d8-9a45-9f561e2ee55e · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Representation Learning with Contrastive Predictive Coding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:17.251425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2454fdec-59e5-4e03-b596-e84d27d33de9 · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Gorilla: Large Language Model Connected with Massive APIs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:17.358276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3338bdb-f832-4e30-8a47-27777f86b26d · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:17.461396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b61c26a2-bd24-459f-bccc-50e686b3e9b9 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:20.787258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 66a38e34-ff8a-44ef-928b-b9a64bb662c2 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:17.692615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572196c8-61d8-4dc5-a493-e623dca96889 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:20.589502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b3e4ba7f-ee21-4789-b14f-ee58049cc92c · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:20.452199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f9408c3-c122-44bf-8b3e-aa8e9b24f798 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:17.999558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc585627-5b5d-4182-ae29-648ed8e6dcaa · outbound

This paper cites ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:18.103959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5600603b-313d-403e-acf7-84214c0880e1 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:18.179311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa363bf-8be9-4dc0-84b2-549bcf268520 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:20.346287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7d8502a3-6dfc-4c1f-add3-8b842976dcd5 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:20.138912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fcf7d375-bfd1-452f-8ec9-e671328f2728 · outbound

This paper cites Retrieval-Augmented Generation for Natural Language Processing: A Survey.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Retrieval-Augmented Generation for Natural Language Processing: A Survey

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:18.517219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2705666a-a4db-4eff-b86e-37f0d5d25df3 · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:19.969169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 263ba18e-2ca9-40c6-9599-63989474b12c · outbound

This paper cites Qwen2.5 Technical Report.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Qwen2.5 Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:18.703611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4f058b3-5f30-424e-8b05-b91761a75ee4 · outbound

This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Retrieval-Augmented Generation for AI-Generated Content: A Survey

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:18.808331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8ea4d4e-9024-473f-8d94-0353d6d7036e · outbound

This paper cites an unresolved cited work.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:46:19.767940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b4ae4989-ee58-4389-93aa-68987dd54bee · outbound

This paper cites online" 'onlinestring :=.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever online" 'onlinestring :=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:19.012375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db244f2f-2a99-4912-a58d-47842d32cae6 · outbound

This paper cites write newline.

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever write newline

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T18:46:19.149212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.