Paper Citation Record · LEDGER

LongFuncEval: Measuring the effectiveness of long context models for function calling

As of 19 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 7 inbound Pith citation observations for arXiv:2505.10570.

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

pith.paper-citation-record.v1
2505.10570 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:00:46.383924Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:39:14.741354Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:10:05.100242Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy5
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 857def1e-ad16-44e8-a419-b52d9f00350d · outbound

This paper cites write newline.

LongFuncEval: Measuring the effectiveness of long context models for function calling write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.250426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 705b8fb1-28dd-4e4b-8ead-4d5433734abc · outbound

This paper cites DENIAHL: In-Context Features Influence LLM Needle-In-A-Haystack Abilities.

LongFuncEval: Measuring the effectiveness of long context models for function calling DENIAHL: In-Context Features Influence LLM Needle-In-A-Haystack Abilities

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.256576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e494b8de-87c9-4c30-b4c0-f905ace11cb1 · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.825854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f191ab5e-5934-4448-b23c-6214b6ddc9bc · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.811518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 88e811ce-ee0b-4ed1-883c-e8f7fb39f5b6 · outbound

This paper cites Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP.

LongFuncEval: Measuring the effectiveness of long context models for function calling Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.271276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51ad18ae-ab93-469a-b53b-70d55f53d303 · outbound

This paper cites RULER: What's the Real Context Size of Your Long-Context Language Models?.

LongFuncEval: Measuring the effectiveness of long context models for function calling RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.276121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93c107c3-8267-4296-aa82-29c54857211b · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.796258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 27be5343-079f-495e-a7fb-5bb88c59fd46 · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.781663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d0251190-5c29-4782-9831-1875cfc53129 · outbound

This paper cites LooGLE: Can Long-Context Language Models Understand Long Contexts?.

LongFuncEval: Measuring the effectiveness of long context models for function calling LooGLE: Can Long-Context Language Models Understand Long Contexts?

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.290711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ff31dc9-6c1b-4e87-8bb4-0d0db012f851 · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.767349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b5cdf38a-bb8a-4cc2-bcd3-a2c170556dda · outbound

This paper cites F.; Lin, K.; Hewitt, J.; Paranjape, A.; Bevilacqua, M.; Petroni, F.; and Liang, P.

LongFuncEval: Measuring the effectiveness of long context models for function calling F.; Lin, K.; Hewitt, J.; Paranjape, A.; Bevilacqua, M.; Petroni, F.; and Liang, P

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:46.753369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 51fa21da-7efe-4b1e-ab28-361b5f70c162 · outbound

This paper cites LongGenBench: Long-context Generation Benchmark.

LongFuncEval: Measuring the effectiveness of long context models for function calling LongGenBench: Long-context Generation Benchmark

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.304137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a6f6e3-2253-436a-9ffe-64af38ac3585 · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.738576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8d93e248-7c9e-41c2-a042-f8f162a6616d · outbound

This paper cites Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases.

LongFuncEval: Measuring the effectiveness of long context models for function calling Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.314257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff3280ac-a549-44c2-8988-0f06420c9cfa · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.723722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 40891f62-1c8f-433e-b2f0-ac318bdf3d2d · outbound

This paper cites NoLiMa: Long-Context Evaluation Beyond Literal Matching.

LongFuncEval: Measuring the effectiveness of long context models for function calling NoLiMa: Long-Context Evaluation Beyond Literal Matching

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.323466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dde9595c-865f-4d40-a7ec-eee43889faa9 · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.709327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c3de95e6-2c67-4f38-9475-4e8fc0061433 · outbound

This paper cites G.; Zhang, T.; Wang, X.; and Gonzalez, J.

LongFuncEval: Measuring the effectiveness of long context models for function calling G.; Zhang, T.; Wang, X.; and Gonzalez, J

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:46.696179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 24dd453f-19ff-4c47-bbb1-b980cd42b369 · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.682854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8f16f33f-edff-4524-9d67-a8a15f7422fc · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.668402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e18dbf84-9fc2-47d7-b834-2ca731d6a29e · outbound

This paper cites J.; and Hashimoto, T.

LongFuncEval: Measuring the effectiveness of long context models for function calling J.; and Hashimoto, T

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:46.654197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd8c6edc-57ca-4b4c-9623-533139f2911f · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.638294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b1fa5e0-0118-494e-9098-ed4ab3e378e0 · outbound

This paper cites Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models.

LongFuncEval: Measuring the effectiveness of long context models for function calling Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.353616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e428010-d7e4-47c1-9268-a70f8e363b8f · outbound

This paper cites RestGPT: Connecting Large Language Models with Real-World RESTful APIs.

LongFuncEval: Measuring the effectiveness of long context models for function calling RestGPT: Connecting Large Language Models with Real-World RESTful APIs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.358094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bbd6cd8-da35-4fa3-97de-d84d9cfcdf40 · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.621539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 28b346c6-1b9a-4e5d-9fb7-a5b1b587362e · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.606563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 316fdc99-a48d-49d4-8bfc-6758388b523e · outbound

This paper cites an unresolved cited work.

LongFuncEval: Measuring the effectiveness of long context models for function calling Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:00:46.591281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64ae2a4b-c380-4064-96e4-775ae14d5668 · outbound

This paper cites C.-J.; Zhang, T.; Patil, S.

LongFuncEval: Measuring the effectiveness of long context models for function calling C.-J.; Zhang, T.; Patil, S

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:46.576376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a93d73c2-c3d5-4841-a869-e210694e2934 · outbound

This paper cites T.; Chang, K.-W.; Lee, C.-Y.; Palangi, H.; and Pfister, T.

LongFuncEval: Measuring the effectiveness of long context models for function calling T.; Chang, K.-W.; Lee, C.-Y.; Palangi, H.; and Pfister, T

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:46.561115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bdfe515a-032b-41bf-a308-a7336739d78d · outbound

This paper cites ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario.

LongFuncEval: Measuring the effectiveness of long context models for function calling ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:46.383924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 70870885-cd69-41ea-b6b8-cccbbebe8fe0 · inbound

Gecko: A Simulation Environment with Stateful Feedback for Refining Agent Tool Calls cites this paper.

Gecko: A Simulation Environment with Stateful Feedback for Refining Agent Tool Calls LongFuncEval: Measuring the effectiveness of long context models for function calling

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T21:46:33.279056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf1952a5-4c2f-4bad-9013-2157c60342ae · inbound

FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks cites this paper.

FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks LongFuncEval: Measuring the effectiveness of long context models for function calling

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:56:00.133797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc8f1e4a-774b-4248-be39-8f6a3245cceb · inbound

How Many Tools Should an LLM Agent See? A Chance-Corrected Answer cites this paper.

How Many Tools Should an LLM Agent See? A Chance-Corrected Answer LongFuncEval: Measuring the effectiveness of long context models for function calling

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T12:24:39.323209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8bf300bd-e075-4c1c-a356-1967bba2f63e · inbound

Scaling Enterprise Agent Routing: Degradation, Diagnosis, and Recovery cites this paper.

Scaling Enterprise Agent Routing: Degradation, Diagnosis, and Recovery LongFuncEval: Measuring the effectiveness of long context models for function calling

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:28:55.474630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5a9a42e0-2d43-47fa-92b5-35fe81990d19 · inbound

Buildrix: An Open Platform for Sharing and Benchmarking Agentic AI Skills in Building Engineering cites this paper.

Buildrix: An Open Platform for Sharing and Benchmarking Agentic AI Skills in Building Engineering LongFuncEval: Measuring the effectiveness of long context models for function calling

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:10:05.101978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cedc7436-85a1-4888-a455-37fd9356302d · inbound

MCP Server Architecture Patterns for LLM-Integrated Applications cites this paper.

MCP Server Architecture Patterns for LLM-Integrated Applications LongFuncEval: Measuring the effectiveness of long context models for function calling

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T14:44:45.899971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6c87a667-9ea6-421d-9a0a-a0c5a32978ed · inbound

Don't Offer What Can't Be Done: Deterministic Executability Gating for LLM Skill Selection at Scale cites this paper.

Don't Offer What Can't Be Done: Deterministic Executability Gating for LLM Skill Selection at Scale LongFuncEval: Measuring the effectiveness of long context models for function calling

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T00:39:14.741354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.