Paper Citation Record · LEDGER

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions

As of 22 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2412.02897.

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

pith.paper-citation-record.v1
2412.02897 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:04:05.614849Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact1
verified fuzzy7
unresolved4
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cbe27538-f8fc-4e48-803d-ab4973973614 · outbound

This paper cites Love, Loved, Loves, See, Saw, Attack, Attacks, Attacked, Move, Moves, Moved, Move to, Come, Came, etc.).

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Love, Loved, Loves, See, Saw, Attack, Attacks, Attacked, Move, Moves, Moved, Move to, Come, Came, etc.)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:05.844432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99b30374-7ccb-4225-9440-8b74bd9d31b5 · outbound

This paper cites If ’none’ means the characters do not have a discernible emotion or will not appear at this point.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions If ’none’ means the characters do not have a discernible emotion or will not appear at this point

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:05.828054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6084881a-c93e-4efd-9768-734bf526fdbe · outbound

This paper cites Love, Loved, Loves, See, Saw, Attack, Attacks, Attacked, Move, Moves, Moved, Move to, Come, Came, etc.).

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Love, Loved, Loves, See, Saw, Attack, Attacks, Attacked, Move, Moves, Moved, Move to, Come, Came, etc.)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:05.745228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da52ea8e-6e65-4da6-a81a-e5cf7baa13a5 · outbound

This paper cites an unresolved cited work.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:04:05.812071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5162a433-a6bb-4d98-a2e6-b9b35d36210c · outbound

This paper cites Action Prediction:.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions **Action Prediction**:

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:05.795808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d15030cc-b336-4682-b92e-b5c4b7d33efb · outbound

This paper cites This prediction should be based on strong evidence from the surrounding context and reflect a logical progression in the narrative.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions This prediction should be based on strong evidence from the surrounding context and reflect a logical progression in the narrative

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:05.779337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation df4b5c4a-2493-4253-b2f8-1426c102c756 · outbound

This paper cites an unresolved cited work.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:04:05.762802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0219c909-5bbe-4003-a630-3d8248c81b3b · outbound

This paper cites an unresolved cited work.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:04:05.728963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5e0ad6c9-800e-4c0c-905b-a11c8ea1afe6 · outbound

This paper cites Reasoning:.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions **Reasoning**:

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:05.713252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc5e2fd7-3861-47d4-a005-f453dafbe1d7 · outbound

This paper cites an unresolved cited work.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:04:05.696522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9be0bc51-f839-400b-bf39-25cb73a13916 · outbound

This paper cites Table 15: Prompt template: Actions and Emotions Prediction.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Table 15: Prompt template: Actions and Emotions Prediction

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:05.679652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d43adcd6-6bb9-40db-b986-e1d3cc43a666 · outbound

This paper cites Also, Table 15 shows how we predict the actions and emotions for the missing part.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Also, Table 15 shows how we predict the actions and emotions for the missing part

Reference 14

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T23:04:05.859903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a2108e82-4c38-49a7-89a1-95b55a24d485 · outbound

This paper cites Simulating Action Dynamics with Neural Process Networks.

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Simulating Action Dynamics with Neural Process Networks

Reference 2021

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:04:05.662369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.