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Paper Citation Record · LEDGER

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution

As of 4 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2604.13787.

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

pith.paper-citation-record.v1
2604.13787 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T14:05:34.931798Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T17:09:17.803454Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

  • verified exact2
  • verified fuzzy9
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 670e25b9-f0bb-4fcc-b601-56b16042b2e1 · outbound

This paper cites InEMNLP (Findings), pages 4705–4726.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution InEMNLP (Findings), pages 4705–4726

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T16:22:44.320824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:eee284f5c402568d89ad4a4af0c37d42e7a6ccf5d53769e548c252c86d64ef5e

Observation b38ef717-2894-41d9-86f2-9d505d4e0d36 · outbound

This paper cites StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T14:10:29.005883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:8e2d56dae0f24550ff4f5ed6ecc0189ec56dea212d0d41eb27c86b3f9baa8873

Observation 6bac073c-46c9-48d0-8713-d9648a418789 · outbound

This paper cites Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T22:50:24.368060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:073611e49312b4271de51e645418117f304dd3f7b33707bf1c42eb7a239af1ae

Observation f374ad6d-87c3-4d65-b03d-3ebefbcaaf51 · outbound

This paper cites Enhancing Tool Retrieval with Iterative Feedback from Large Language Models.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution Enhancing Tool Retrieval with Iterative Feedback from Large Language Models

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-10T14:10:28.993984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:2a8ac6d0ab2e3ac8bfefa3d6ec74aa060073bee4019cadd3077982b34ec8f373

Observation d08e086c-f19c-413a-9346-022bce829b75 · outbound

This paper cites Qwen3 Technical Report.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution Qwen3 Technical Report

Reference 5

Resolution
metadata mismatch
local_arxiv, observed 2026-05-10T14:10:28.998123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:a8a8f54a60f30027fd9507436a0bfd0ae4efb494412d24c744fd353e977bd650

Observation 882abe23-3c04-4a12-96da-5209d496272a · outbound

This paper cites ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-10T14:10:29.001860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:66ff9f83a8d7363a42601f0b51ad3dbe820e9c49d222fddc74737ff5c986264d

Observation 264b57a8-36c1-42bc-9212-dd8d712b6765 · outbound

This paper cites B.3 Implementation Details.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution B.3 Implementation Details

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T16:22:44.323655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:669f2a2d4dce4169ac147382960aa1fc9a932f27492fa13e9ad80551204a2df0

Observation 9882ac55-890c-4a09-9311-6199787c9777 · outbound

This paper cites category.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution category

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T16:22:44.348847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:6c4ce31389b194c6e2afad8f4864b77da766df4fc0d7c2ac4057d8ea75265678

Observation 2c9de10d-67f1-4a0f-8452-d4810c017b02 · outbound

This paper cites error".

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution error"

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T16:22:44.351263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:8f68116c3acb367952217d6c090812574be954e4674eea5f6ed97ce0fbb46fa9

Observation 42c5734c-7694-4a5e-bb02-ed26a2a62128 · outbound

This paper cites User by id.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution User by id

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T16:22:44.343883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:874b9365299bb0a1a3eeac0d14cc958bdff807f917a50190fc0a2eba9c1c147e

Observation a37bce11-c76d-4b45-9a08-6f32d64602f6 · outbound

This paper cites category.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution category

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T16:22:44.346328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:3edc49127edbdf71eb895b8f950bf136151b053ae9670b64d04c06940a5ae780

Observation c56ce005-1c04-4718-9444-648b9be2e07c · outbound

This paper cites error".

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution error"

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T16:22:44.340692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:ae6ba32b84f20d5db6bd9269e518bd93398c4c01a9ffe0c43e63d3bd629a346e

Observation 42c0f50f-47d7-4a95-89b6-efae3a580a90 · outbound

This paper cites an unresolved cited work.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-18T16:22:44.337869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:baefd026641630c9b2cd98e603e6a5fcea0d7e1f5426b6d241dce7b255f3cefe

Observation e850c12e-a9d0-43a0-af72-e89134a36697 · outbound

This paper cites Do not invent new apis.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution Do not invent new apis

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T16:22:44.331917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:441afba66920205a372a15a9ff92898fa64caf0217abc3a5f88d7b04fb998dc1

Observation ab4a8c4d-da68-48a9-ab61-e1fb4be7d2ee · outbound

This paper cites an unresolved cited work.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-18T16:22:44.329228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:901604c710be77cd59c8705f7933a02e87f830f7744eac82966d1c71ef9d4a44

Observation be0cc737-c02e-4dc6-9e99-06e45b070981 · outbound

This paper cites an unresolved cited work.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-18T16:22:44.326529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:3c672743b394ff2ddd4fa74fd3f61f1398e6eddf8ae3930a1bdf458973e20195

Observation 9af02e60-e40b-4e5f-afff-27ea24f5d0c9 · outbound

This paper cites The retrieval prompt guides the agent to proactively search and select tools, while the execution prompt instructs it to perform grounded reasoning and tool invocation.

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution The retrieval prompt guides the agent to proactively search and select tools, while the execution prompt instructs it to perform grounded reasoning and tool invocation

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T16:22:44.335106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T14:05:34.931798Z digest=sha256:c93ff9002a81cc218da291e7d7a420e144b478e8df04ba1e3382608be2654d62

Pith citing papers

Observation afc89b5e-cfed-45bb-bf7a-cdaa2a616a80 · inbound

MagicSelector: Joint Optimization for Agent Tool Selection via Counterfactual Decomposition and Progressive Reranking cites this paper.

MagicSelector: Joint Optimization for Agent Tool Selection via Counterfactual Decomposition and Progressive Reranking ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution

Reference 1997

Resolution
unresolved
no resolver link, observed 2026-08-01T17:09:17.803454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T17:09:17.803454Z digest=sha256:25fba97f1825a1315b6ddda83b5a71c0403668354661cb2caf38038bca39bffa