Paper Citation Record · LEDGER

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures

As of 11 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 5 inbound Pith citation observations for arXiv:2503.15520.

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

pith.paper-citation-record.v1
2503.15520 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:20:35.858260Z

measured 26 of 26 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:35:06.686691Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T01:45:51.705225Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy13
unresolved7
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e4876cc-c6ec-462a-9de6-d69580e554a4 · outbound

This paper cites an unresolved cited work.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Unresolved cited work

Reference 1

Resolution: parse uncertain; raw_fallback, observed 2026-08-09T16:20:36.202771Z

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 03833333-c82d-4563-9466-55d658734a0f · outbound

This paper cites thought,.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures thought,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:36.222207Z

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 03f434e3-bf60-4098-8cb6-ee8b14cd7bd8 · outbound

This paper cites an unresolved cited work.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-09T16:20:36.187139Z

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 1a4016ef-1695-4444-a134-f6bef853a8f3 · outbound

This paper cites Output the question as user_interaction.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Output the question as user_interaction

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:36.172273Z

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 5b8e10b7-a48a-4f80-bec7-1e26c2e2eda8 · outbound

This paper cites Output the required params and its values.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Output the required params and its values

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:36.154432Z

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 2cc70148-f9d0-4ba4-b193-c8aeec040d7c · outbound

This paper cites Output the search query as search_query.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Output the search query as search_query

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:36.137939Z

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 7455347f-f2a6-4c17-b6ff-6de7a5c4a31c · outbound

This paper cites thought,.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures thought,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:36.122776Z

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 dd3d4ee9-5293-440d-badc-b48c3be8ea50 · outbound

This paper cites an unresolved cited work.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-09T16:20:36.106109Z

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 302c5a2c-aba9-49cc-801c-d0d705c629fd · outbound

This paper cites an unresolved cited work.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-09T16:20:36.090911Z

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 7bdad957-53e4-4688-860e-81efa6c99ed9 · outbound

This paper cites If yes, set input_validation field as success.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures If yes, set input_validation field as success

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:36.075679Z

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 b49df813-ad42-40e3-8b18-b955005fc737 · outbound

This paper cites Assign a distinctive name to the key as per the question for easy identification.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Assign a distinctive name to the key as per the question for easy identification

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:36.060056Z

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 b8d0ce47-bfff-4800-8752-dbec22dd5476 · outbound

This paper cites thought,.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures thought,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:36.042896Z

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 c53046b4-66b8-4a37-b4a2-306eb790b4b3 · outbound

This paper cites an unresolved cited work.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-09T16:20:36.026829Z

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 7c1a82a7-254f-4558-a66d-979ee1d36a69 · outbound

This paper cites action:ask user to provide listing id, observation: LSTFYDF12G, feedback:success 3.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures action:ask user to provide listing id, observation: LSTFYDF12G, feedback:success 3

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:36.010242Z

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 d5872d37-9c3b-4f8a-aa77-2ec53f9306cf · outbound

This paper cites action:ask user to provide listing id, observation: LST1234, feedback:success check listing id status listing_id: ’LST1234’ The status of the listing ID ’LST1234’ is invalid.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures action:ask user to provide listing id, observation: LST1234, feedback:success check listing id status listing_id: ’LST1234’ The status of the listing ID ’LST1234’ is invalid

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:35.995390Z

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 7f006b53-d379-4c72-871a-417603d5e8c8 · outbound

This paper cites action:ask user to provide listing id, observation: LST1234, feedback:success 3.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures action:ask user to provide listing id, observation: LST1234, feedback:success 3

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:35.979549Z

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 1374630d-ce51-43b8-8080-080bfcefbbf7 · outbound

This paper cites an unresolved cited work.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-09T16:20:35.962733Z

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 a0c5b702-4db7-4d70-b9d8-cee48a52f853 · outbound

This paper cites an unresolved cited work.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-09T16:20:35.946056Z

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 92a652ec-af87-48be-9448-6f7e6b939f1c · outbound

This paper cites Log into your Seller Portal 2.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Log into your Seller Portal 2

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:35.929455Z

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 4c6d7bb8-7cfb-45fc-be8a-7aa84e39470b · outbound

This paper cites Under the ’Status Details’, check the ’Listing Status’ observation: done feedback: success.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Under the ’Status Details’, check the ’Listing Status’ observation: done feedback: success

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:20:35.913051Z

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 ac505272-dc17-4ced-944a-90bb9b75e1be · outbound

This paper cites an unresolved cited work.

Agent-S: LLM Agentic workflow to automate Standard Operating Procedures Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-09T16:20:35.895911Z

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.

Pith citing papers

Observation 1ea00ade-d253-4315-82cb-b2df450b6dec · inbound

Email as the Interface to Generative AI Models: Seamless Administrative Automation cites this paper.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Agent-S: LLM Agentic workflow to automate Standard Operating Procedures

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:35:06.686691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0c49e1d-a04d-4bac-8f9e-7a566d9d3b27 · inbound

How Many Instructions Can LLMs Follow at Once? cites this paper.

How Many Instructions Can LLMs Follow at Once? Agent-S: LLM Agentic workflow to automate Standard Operating Procedures

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T17:13:47.311314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26b54ec8-a94d-4343-8935-7276daedd99a · inbound

Tools as Continuous Flow for Evolving Agentic Reasoning cites this paper.

Tools as Continuous Flow for Evolving Agentic Reasoning Agent-S: LLM Agentic workflow to automate Standard Operating Procedures

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:45:51.706804Z

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 96b5cd9c-ad39-4b2e-be69-0bc8fc4175bd · inbound

Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution cites this paper.

Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution Agent-S: LLM Agentic workflow to automate Standard Operating Procedures

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T05:30:10.497783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f677b05b-2298-4b10-ae0e-99cd4a58a1b4 · inbound

Entity Resolution in Practice: Lessons from a Self-Serve Pipeline cites this paper.

Entity Resolution in Practice: Lessons from a Self-Serve Pipeline Agent-S: LLM Agentic workflow to automate Standard Operating Procedures

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T00:18:27.959781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.