Paper Citation Record · LEDGER

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue

As of 9 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2506.01881.

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

pith.paper-citation-record.v1
2506.01881 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:37:00.644140Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

51 of 51 outbound references displayed

verified exact0
verified fuzzy20
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0a0b9302-d679-489a-9733-14f5565d2a83 · outbound

This paper cites At level 1, expressions exhibit highly structured logical flow; at level 5, expressions lack coherence and organization.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue At level 1, expressions exhibit highly structured logical flow; at level 5, expressions lack coherence and organization

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:01.070990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bf196cbc-174a-4643-b28f-1f41051ede6f · outbound

This paper cites At level 1, expres- sions are concise yet comprehensive; at level 5, expressions are either too brief causing information deficiency or excessively verbose obscuring key points.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue At level 1, expres- sions are concise yet comprehensive; at level 5, expressions are either too brief causing information deficiency or excessively verbose obscuring key points

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:01.062466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69c102c3-7335-4d15-8893-632ad54faf5a · outbound

This paper cites At difficulty level 1, all necessary information is explicitly provided; at level 5, critical information is omitted, requiring substantial inference.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue At difficulty level 1, all necessary information is explicitly provided; at level 5, critical information is omitted, requiring substantial inference

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:01.054424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eaf527dc-1773-494d-986c-82d163e0e058 · outbound

This paper cites At level 1, the tone is appropriate and consistent; at level 5, emotions fluctuate or misalign with content.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue At level 1, the tone is appropriate and consistent; at level 5, emotions fluctuate or misalign with content

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:01.045861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d369f51b-e626-4a0d-9a4c-f2ba84db0d98 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:01.037484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ba90e03d-8ecf-42e9-b0b5-777b078d532e · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:01.029690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1d5a992e-6f9a-4738-8429-13468b54eade · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:01.021955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ce6941d1-7cc9-44de-8628-db39c4fad192 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:01.014045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9858b2f7-d81e-44ec-900c-a3545cdb20d2 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:01.006456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e4e83716-93a2-46a7-a501-57c8c5f0f5da · outbound

This paper cites Unknown/Not sure.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unknown/Not sure

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.998612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8741b7e1-588b-4196-bc7a-6387e50e67cd · outbound

This paper cites range": {.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue range": {

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.991105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5c3d4b1b-0a88-41bb-a15d-db577d7f3977 · outbound

This paper cites Unknown/Not sure.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unknown/Not sure

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.983132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8793ff3d-e239-4d0b-a79b-b4620b588882 · outbound

This paper cites task_requirements.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue task_requirements

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.975400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 217bd35b-2fcb-4da7-bccd-a16efd1927fd · outbound

This paper cites something modern.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue something modern

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.967709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f7fe87e2-71ea-4690-9ac7-3518dcc9badb · outbound

This paper cites name": "Realistic name that matches the profile.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue name": "Realistic name that matches the profile

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.959908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa2a3ef8-e8da-49b0-9cc5-34d4b1406b7d · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.952510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5994e303-c87a-47ca-988a-4b7ded4c02ff · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.945040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cb4ac862-80e1-4679-b8ac-e2482a9688ab · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.937507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d5013e7-f66e-4914-a9cb-04e7eab04028 · outbound

This paper cites task_specific_attributes.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue task_specific_attributes

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.930181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3368509d-dcaf-4ca9-947c-6681ed85d116 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.921928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 557c6073-e06e-411a-9598-4dbf9c4ebf4b · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.914609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 04832daf-e532-459f-b0c4-d80c9c391c3d · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.906789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ed92b0fc-38f5-4c07-bfec-451c6a3f3f93 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.898587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 59fb4a7d-a1fa-4e1e-b8d5-31f40f8fe4e7 · outbound

This paper cites Message Length Constraints See Table 5.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Message Length Constraints See Table 5

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.891247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bcbb49b9-7e58-4475-bcef-a634d3056b29 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.883280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9db1cf2a-fee4-42a3-b56a-141268cf4a57 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.875468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 87617cd4-06ab-4552-9e0f-60bb046585ec · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.867649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 23218e06-b05d-4339-b275-0cd2693cab79 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.858540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5f87ac30-3bc1-40c2-86ec-bf41960077c6 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.850438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a65dabb-8d9a-4800-b2b3-259a5345dec1 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.827315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac9ae0ab-d718-4c2e-8437-e1b80ba40072 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.819787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e8362b48-327e-4a8a-b7a4-e87753fca797 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.804037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 028de846-0296-4e45-b6dc-ae025c2b7c73 · outbound

This paper cites Do not reference any information about the user that they haven’t explicitly shared in the conversation.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Do not reference any information about the user that they haven’t explicitly shared in the conversation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.796405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 955f83be-4287-4364-b622-0b921faddb8a · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.842407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e5642f02-b88a-4126-81c2-95b5336ed88b · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.834941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0cbaff19-d5cf-4d41-90a7-ae7b3a99bea8 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.788576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db645f3a-3d94-45c8-bca0-3f2ba6f4eb47 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.781123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 74417295-a4e2-4aaf-bbc5-8701576b668b · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.773198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5e970e84-3ee0-48a5-b4d8-68c4e1c35f6b · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.765769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 14bd386c-0ec6-4f69-8af2-c73842bdc9d5 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.811951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a0e6c99f-fdde-45e3-b552-c7dc9f571e92 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.758323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9af064e3-4e4d-4a8c-a239-934f96e925ab · outbound

This paper cites turn_pair.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue turn_pair

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.750026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c608a3f-42e4-4896-aea1-47a01d755d49 · outbound

This paper cites Each turn includes a user satisfaction score.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Each turn includes a user satisfaction score

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.741859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0891e1c5-05e6-4471-aaa8-e07d347e762c · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.733340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9c496fa3-7714-48ca-be6b-fe744a6d7268 · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.725392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3f1da62b-c2fe-4a10-8756-438b40c17b7f · outbound

This paper cites • min_score: Minimum score observed.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue • min_score: Minimum score observed

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.717352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9233e9c9-fe64-4b4a-88af-7be3acfb920c · outbound

This paper cites • score: Satisfaction score at that turn.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue • score: Satisfaction score at that turn

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.708747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 825074d8-1687-462d-a3a4-209b75c48f0b · outbound

This paper cites • user_message: The user’s message at that turn.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue • user_message: The user’s message at that turn

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.700441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ade0a26-71b3-4546-b207-d7c6d811d8ea · outbound

This paper cites • context_before: The assistant and user messages immediately before this turn.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue • context_before: The assistant and user messages immediately before this turn

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.692031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ea2dc696-e4cd-4be5-a075-75118f8b57df · outbound

This paper cites an unresolved cited work.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:37:00.682337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6367dad3-9429-4498-a373-64041765c30a · outbound

This paper cites Getting Started.

WHEN TO ACT, WHEN TO WAIT: Modeling the Intent-Action Alignment Problem in Dialogue Getting Started

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:37:00.672848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.