Paper Citation Record · LEDGER

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 2 inbound Pith citation observations for arXiv:2505.19197.

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

pith.paper-citation-record.v1
2505.19197 v3

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:21:10.834773Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T16:53:49.438792Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T19:13:09.720753Z

Reference resolution

19 of 19 outbound references displayed

verified exact1
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f4c6d04b-e8cb-482c-b2bf-3f24d3f91e52 · outbound

This paper cites LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models

Reference 1

Resolution: malformed identifier; no resolver link, observed 2026-08-07T14:21:09.722172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e1148c-3458-4eb5-a17b-1e3c263ae917 · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:12.938516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8cd6dbb1-4210-4a32-ad50-96f4c9995535 · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:12.858131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 831e96ca-4aca-4e5e-bdb8-a118212ed52f · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:12.730635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d75a1b0e-7ccb-45fc-9d03-00695cd64c42 · outbound

This paper cites Distributionally Robust Receive Combining.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Distributionally Robust Receive Combining

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:09.935290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c65f8a3-1c5c-45c9-a345-44ab90828e7b · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:12.695778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eae1eec3-c725-428c-85d2-8604d5a0e687 · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-07T14:21:10.954978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7e3ce35f-e4f7-4979-a937-c40e9907b3d9 · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:12.517110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3e76c54c-1180-4113-b71b-c280d4b1e2ac · outbound

This paper cites Multi-Document Financial Question Answering using LLMs.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Multi-Document Financial Question Answering using LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:10.129072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 442b620a-949a-4e41-a439-1df778073b22 · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:12.260805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 45315004-3f7b-4dd1-9322-7b76c18a374d · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:12.051297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 69bb19ca-e35b-4c8b-93e2-614fef6ca030 · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:11.776412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d76e37e0-64c3-424b-a32d-b9b8c3820e39 · outbound

This paper cites Full-Atom Peptide Design with Geometric Latent Diffusion.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Full-Atom Peptide Design with Geometric Latent Diffusion

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:10.384036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc029484-9cb5-4092-a6b4-bbda5b9c981c · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:10.433424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddd11bc3-ca16-489c-b051-f26b7827afd6 · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:11.521018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 87252b67-faf5-4cb2-908a-add57ef2c29e · outbound

This paper cites Evaluating Large Language Models on Financial Report Summarization: An Empirical Study.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Evaluating Large Language Models on Financial Report Summarization: An Empirical Study

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:10.617240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1870810-546a-4131-85d3-633325557287 · outbound

This paper cites HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:10.699720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee02f754-5144-4cff-a02d-6b96d5d66c94 · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:11.320360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 60c3d9a5-ddc8-4516-a607-63f824a94081 · outbound

This paper cites an unresolved cited work.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:10.834773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2c1d66a2-e61b-4d28-b395-7cd266706813 · inbound

AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis cites this paper.

AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:13:09.722136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4345d56f-5a2e-4d00-bef6-8f236006fdd1 · inbound

AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis cites this paper.

AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T16:53:49.438792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.