Paper Citation Record · LEDGER

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems

As of 13 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 7 inbound Pith citation observations for arXiv:2412.03624.

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

pith.paper-citation-record.v1
2412.03624 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:30:44.764934Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:36:43.524743Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T13:44:41.490321Z

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy12
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c53099f-5b65-4b81-a19f-578a27e810d8 · outbound

This paper cites an unresolved cited work.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:30:47.904846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d69bbe69-bafb-4273-a441-91611450fcf8 · outbound

This paper cites an unresolved cited work.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:30:47.724898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8c580630-1f3d-47b6-a24d-cc99cec89041 · outbound

This paper cites an unresolved cited work.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:30:47.594472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 73c1ca12-5f82-4b04-ba9f-99318d12f319 · outbound

This paper cites Work out an intermediate step that helps solve the problem.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Work out an intermediate step that helps solve the problem

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:47.404875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 27ec0318-1844-4c4d-b80d-93a607396707 · outbound

This paper cites This may involve ﬂipping the assumed truth value of one or more statements to resolve contradictions.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems This may involve ﬂipping the assumed truth value of one or more statements to resolve contradictions

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:46.518643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b6fc2452-2aa7-4ed3-9d0a-a6b1804d2ee4 · outbound

This paper cites an unresolved cited work.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:30:47.194867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 936a918a-9175-42a1-8ba3-e839d1345a20 · outbound

This paper cites Assume the ﬁrst statement is true and proceed accordingly.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Assume the ﬁrst statement is true and proceed accordingly

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:47.004756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5e85e9bc-1dbc-41ee-aa6b-e0279dc3e850 · outbound

This paper cites For example, if a character claims another character is lying, the truth value of the claim depends on the truthfulness of the other character's statement.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems For example, if a character claims another character is lying, the truth value of the claim depends on the truthfulness of the other character's statement

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:46.817805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1b474ae0-37aa-417c-a1fa-7199fc8a379c · outbound

This paper cites Check if assuming a statement as true leads to any contradictions in the dependencies.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Check if assuming a statement as true leads to any contradictions in the dependencies

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:46.664750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4a201295-3f66-4429-ad4a-8468485d6fa0 · outbound

This paper cites an unresolved cited work.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:30:46.334756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation eceb72f9-ada9-43e7-83b7-ed8bdb36e228 · outbound

This paper cites Characters whose statements consistently lead to contradictions are less reliable.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Characters whose statements consistently lead to contradictions are less reliable

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:46.185096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d41e98f9-6d49-476e-a2d6-195e7e385506 · outbound

This paper cites an unresolved cited work.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:30:46.016167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 78885365-511b-4663-b271-daa4be4eb8c9 · outbound

This paper cites Yes" if the ﬁnal character tells the truth, otherwise answer with.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Yes" if the ﬁnal character tells the truth, otherwise answer with

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:45.854753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c4c918ae-fc4b-4237-a925-742309202281 · outbound

This paper cites This reflects a broader concern about economic inequality and the need for wage reform, par- ticularly from a Democratic perspective.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems This reflects a broader concern about economic inequality and the need for wage reform, par- ticularly from a Democratic perspective

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:45.701915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7a46f4b3-44bb-4a4a-8fc5-a82037731fad · outbound

This paper cites They would generally advocate for raising the mini- mum wage to ensure a living wage for all.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems They would generally advocate for raising the mini- mum wage to ensure a living wage for all

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:45.534750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 76b30b43-9d6e-44f5-81d9-cc8a4bc99c99 · outbound

This paper cites Representative, as it reflects a concern for economic issues affecting constituents.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Representative, as it reflects a concern for economic issues affecting constituents

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:45.373559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2efb5a62-45ab-4c25-a9fd-3dfa480e7d37 · outbound

This paper cites Representative likely released the statement to highlight the inadequacy of the federal minimum wage in addressing poverty and to advocate for an increase in wages.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems Representative likely released the statement to highlight the inadequacy of the federal minimum wage in addressing poverty and to advocate for an increase in wages

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:45.276246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation eb7f4d90-2394-40d1-913f-64301888c01f · outbound

This paper cites ""Context Information: 4 {utils.add_indent(self.question.question_str)} 5.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems ""Context Information: 4 {utils.add_indent(self.question.question_str)} 5

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:30:45.146999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 13f5cc47-fb12-4d12-b8af-5a597ddbc221 · outbound

This paper cites On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models.

How to Correctly do Semantic Backpropagation on Language-based Agentic Systems On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models

Reference 1990

Resolution: unresolved; no resolver link, observed 2026-08-11T22:30:43.900866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 69c4763a-198e-43f7-8d64-4630df2197f6 · inbound

LLM-AutoDiff: Auto-Differentiate Any LLM Workflow cites this paper.

LLM-AutoDiff: Auto-Differentiate Any LLM Workflow How to Correctly do Semantic Backpropagation on Language-based Agentic Systems

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T11:33:24.674521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b713239-82a5-4a73-9803-b74a347ced19 · inbound

Memory in the Age of AI Agents cites this paper.

Memory in the Age of AI Agents How to Correctly do Semantic Backpropagation on Language-based Agentic Systems

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:18:20.547770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 46801a63-a174-417d-a21b-09c8ec1b27d7 · inbound

Self-Optimizing Multi-Agent Systems for Deep Research cites this paper.

Self-Optimizing Multi-Agent Systems for Deep Research How to Correctly do Semantic Backpropagation on Language-based Agentic Systems

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:18:06.510749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4c7250e2-c4ee-4be3-9223-75ff696125e7 · inbound

XekRung Technical Report cites this paper.

XekRung Technical Report How to Correctly do Semantic Backpropagation on Language-based Agentic Systems

Reference 165

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:51:14.744433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f9d37724-2145-4cbc-9870-2b6b1b511786 · inbound

Self-Evolving World Models for LLM Agent Planning cites this paper.

Self-Evolving World Models for LLM Agent Planning How to Correctly do Semantic Backpropagation on Language-based Agentic Systems

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:44:41.491822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 907806d1-a210-46b6-91f0-7b9d9f66a2ed · inbound

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision cites this paper.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision How to Correctly do Semantic Backpropagation on Language-based Agentic Systems

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:23.191047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7d2172e-5c4d-45bd-a4ef-5cbc7fb493e4 · inbound

TRACE: TRajectory Attribution for Automated Context Engineering cites this paper.

TRACE: TRajectory Attribution for Automated Context Engineering How to Correctly do Semantic Backpropagation on Language-based Agentic Systems

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T22:36:43.524743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.