Paper Citation Record · LEDGER

Benchmarking Deep Search over Heterogeneous Enterprise Data

As of 7 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 5 inbound Pith citation observations for arXiv:2506.23139.

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

pith.paper-citation-record.v1
2506.23139 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:53:44.926345Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:55:37.731166Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T09:41:21.990951Z

Reference resolution

34 of 34 outbound references displayed

verified exact3
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0f8ab542-f976-4b58-98a1-5603f20ab25a · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:54:43.126456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 15e6f62f-f162-4d47-ba67-38fd7f4ee7ca · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:39.128524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5867456f-6951-44f0-854f-523fcd1954a7 · outbound

This paper cites WixQA: A Multi-Dataset Benchmark for Enterprise Retrieval-Augmented Generation.

Benchmarking Deep Search over Heterogeneous Enterprise Data WixQA: A Multi-Dataset Benchmark for Enterprise Retrieval-Augmented Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:39.336864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 419b7cb4-5e07-4df9-918f-d6020c62e30b · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Benchmarking Deep Search over Heterogeneous Enterprise Data DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:39.518225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ed4091-b5fb-445f-ad2e-5fc4ba41faa7 · outbound

This paper cites DeepSeek-V3 Technical Report.

Benchmarking Deep Search over Heterogeneous Enterprise Data DeepSeek-V3 Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:39.689101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 654a47f2-761f-4c38-bea8-e960231bc4ed · outbound

This paper cites WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?.

Benchmarking Deep Search over Heterogeneous Enterprise Data WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:39.893106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41c9455e-c195-43a4-ade9-74c64fa2b145 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Benchmarking Deep Search over Heterogeneous Enterprise Data From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:40.033681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 628d0f2d-83a0-4e4e-b375-86426d46c5ad · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:54:42.975430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 42373093-d8c8-4cfe-914f-3e71d583c600 · outbound

This paper cites The Llama 3 Herd of Models.

Benchmarking Deep Search over Heterogeneous Enterprise Data The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:40.335213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b6a09e9-a6c5-4ae6-88ae-21a503a48151 · outbound

This paper cites From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.

Benchmarking Deep Search over Heterogeneous Enterprise Data From RAG to Memory: Non-Parametric Continual Learning for Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:40.563012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e61268-e8ac-4873-9d50-4d4d80fdf267 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:40.743893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fef58868-b117-4658-8b47-2f10dd7fab08 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:54:42.843642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1c87699f-104d-4b6a-891b-f1c16a2ba330 · outbound

This paper cites CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions.

Benchmarking Deep Search over Heterogeneous Enterprise Data CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:41.111110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7bfe7c1-d778-4fc7-89f3-d4c684c36053 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:41.339202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69b5ee23-b1f0-4c67-a295-f003277f0409 · outbound

This paper cites MHTS: Multi-Hop Tree Structure Framework for Generating Difficulty-Controllable QA Datasets for RAG Evaluation.

Benchmarking Deep Search over Heterogeneous Enterprise Data MHTS: Multi-Hop Tree Structure Framework for Generating Difficulty-Controllable QA Datasets for RAG Evaluation

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:53:46.174173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4c29185-8e8e-4d97-bc58-d4690beccd60 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:41.680247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 970a6224-e425-4637-aa9e-807de87fb458 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:54:42.673692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cb8843b3-e5a9-436c-8764-16d87af57880 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:53:47.469409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba5da972-7f06-4057-87f7-d5ab8c41362f · outbound

This paper cites GPT-4 Technical Report.

Benchmarking Deep Search over Heterogeneous Enterprise Data GPT-4 Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:42.179243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a9fefb1-49cd-44b2-bfa3-2938f05652e9 · outbound

This paper cites Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design Perspective.

Benchmarking Deep Search over Heterogeneous Enterprise Data Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design Perspective

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:42.373497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 899eb8f3-69f6-4971-a60a-e32315b2910d · outbound

This paper cites Unanswerability Evaluation for Retrieval Augmented Generation.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unanswerability Evaluation for Retrieval Augmented Generation

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:53:45.843440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f2aa069d-9d94-482a-9f39-49c557c4a6bc · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:42.892583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b235444-e28b-4654-87ca-15a4c98d6fbb · outbound

This paper cites RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval.

Benchmarking Deep Search over Heterogeneous Enterprise Data RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:43.069993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ba6a970-b3f6-43f6-b46c-e660008c2935 · outbound

This paper cites Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models.

Benchmarking Deep Search over Heterogeneous Enterprise Data Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:43.239033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c1c9a02-0242-4508-b36f-1b5b7a543002 · outbound

This paper cites WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting.

Benchmarking Deep Search over Heterogeneous Enterprise Data WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:43.371878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5bc14d6-ae80-42d8-bc63-231d24e3219b · outbound

This paper cites MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries.

Benchmarking Deep Search over Heterogeneous Enterprise Data MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:43.551113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d202c70-0ac9-4b28-990e-145231fa0271 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:43.686728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 692caa3a-dec7-4ace-9e63-964aaea10dd8 · outbound

This paper cites TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks.

Benchmarking Deep Search over Heterogeneous Enterprise Data TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:43.904609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9cedcb7-f91b-486c-8a5a-604955c49c1e · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:44.078450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7423efba-e093-42ef-aef6-cdc9778e1e45 · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

Benchmarking Deep Search over Heterogeneous Enterprise Data $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:44.263564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 050fce0b-1bed-469c-93ae-773208d6b8e3 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Benchmarking Deep Search over Heterogeneous Enterprise Data ReAct: Synergizing Reasoning and Acting in Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:44.420003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e37f60-0403-4ec2-b6db-b0112929aa29 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Search over Heterogeneous Enterprise Data Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-06T21:53:45.339195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e531376e-a911-48e7-b63d-9e80e77134e3 · outbound

This paper cites online" 'onlinestring :=.

Benchmarking Deep Search over Heterogeneous Enterprise Data online" 'onlinestring :=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:44.708244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e4a1112-91c2-4885-a4bf-4585e5d22205 · outbound

This paper cites write newline.

Benchmarking Deep Search over Heterogeneous Enterprise Data write newline

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T21:53:44.926345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9cdfc913-c152-4621-9cd7-ffd49e7a17a2 · inbound

SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents cites this paper.

SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents Benchmarking Deep Search over Heterogeneous Enterprise Data

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T23:55:37.731166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25e73aa1-7fd2-45fa-babb-26164a41ce67 · inbound

Hypergraph Enterprise Agentic Reasoner over Heterogeneous Business Systems cites this paper.

Hypergraph Enterprise Agentic Reasoner over Heterogeneous Business Systems Benchmarking Deep Search over Heterogeneous Enterprise Data

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:39:41.806995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 14890bf2-c5e0-47c6-99db-0a1b42bf04b7 · inbound

X-SYNTH: Beyond Retrieval -- Enterprise Context Synthesis from Observed Digital Human Attention cites this paper.

X-SYNTH: Beyond Retrieval -- Enterprise Context Synthesis from Observed Digital Human Attention Benchmarking Deep Search over Heterogeneous Enterprise Data

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:02:38.904047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a71da0f1-bcc4-485f-8c6e-6c3dce9eb516 · inbound

X-SYNTH: Beyond Retrieval -- Enterprise Context Synthesis from Observed Digital Human Attention cites this paper.

X-SYNTH: Beyond Retrieval -- Enterprise Context Synthesis from Observed Digital Human Attention Benchmarking Deep Search over Heterogeneous Enterprise Data

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:41:21.994181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2e2579c7-758e-4e43-96c5-50ca9ab3faf5 · inbound

WorkSurface-Bench: Benchmarking Enterprise Agents on Multi-Surface Knowledge Routing cites this paper.

WorkSurface-Bench: Benchmarking Enterprise Agents on Multi-Surface Knowledge Routing Benchmarking Deep Search over Heterogeneous Enterprise Data

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T01:35:09.630285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.