Paper Citation Record · LEDGER

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models

As of 14 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2507.19470.

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

pith.paper-citation-record.v1
2507.19470 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:20:23.170005Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T08:18:48.908703Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T08:23:15.368975Z

Reference resolution

42 of 42 outbound references displayed

verified exact10
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00fe937e-5e30-474c-9eac-347012b29f64 · outbound

This paper cites Phi-4 Technical Report.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Phi-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.017092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e1a647e-8928-4c50-bdcd-8c0997d95cac · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.025304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 774edaa7-04e0-41bc-bca5-aa88592d3b64 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.029046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ac370b0-8bef-48d3-8c15-813520efbe3f · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:20:23.834027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6fde8a13-4ddb-48e7-a4da-7d8538869ac3 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.036738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8d557ec-0a70-4523-b3e3-93bb388611fb · outbound

This paper cites Chang, Caleb Chiam, Liye Fu, Andrew Wang, Justine Zhang, and Cristian Danescu-Niculescu-Mizil.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Chang, Caleb Chiam, Liye Fu, Andrew Wang, Justine Zhang, and Cristian Danescu-Niculescu-Mizil

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.040983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93279db8-4064-4a9e-abbd-83d7067938d8 · outbound

This paper cites Chang and Cristian Danescu-Niculescu-Mizil.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Chang and Cristian Danescu-Niculescu-Mizil

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.045142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a37aaa5-469a-4002-9a86-b1973d03f47d · outbound

This paper cites Chang, Charlotte Schluger, and Cristian Danescu-Niculescu-Mizil.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Chang, Charlotte Schluger, and Cristian Danescu-Niculescu-Mizil

Reference 9

Resolution: verified exact; doi, observed 2026-08-06T14:20:23.369876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a112aeba-8993-43f8-98cd-28a6059007f8 · outbound

This paper cites Curhan and Alex Pentland.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Curhan and Alex Pentland

Reference 10

Resolution: verified exact; doi, observed 2026-08-06T14:20:23.357890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53df10dc-7c15-4be1-991b-8806c2f081d1 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.057236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35f6ab47-0a8a-4a03-91a7-3fbde1ac35cc · outbound

This paper cites The Llama 3 Herd of Models.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models The Llama 3 Herd of Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.061679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72d5b8eb-f8ec-4feb-a966-efa1bccd4a4b · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.065722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ad095f4-baa6-4227-b7a5-b75f2dffeb63 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-06T14:20:23.341630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c5fd8271-f46c-4f27-a933-f00d51e3db06 · outbound

This paper cites Smith, and Mari Ostendorf.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Smith, and Mari Ostendorf

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.072596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5bad257-75b9-4d80-b9d4-1e2f5b50a9f5 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.076524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04c4529b-d4b5-41e2-94ce-26414109269b · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:20:23.892112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 97cbb8ce-4a81-4266-b850-4e4c50642eaf · outbound

This paper cites Mistral 7B.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Mistral 7B

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.082597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d457903-65be-4610-8c3f-a34ea0995c0f · outbound

This paper cites Weld, Luke Zettlemoyer, and Omer Levy.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Weld, Luke Zettlemoyer, and Omer Levy

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.085991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c525cb2-aa0a-4f42-830f-ae584a91f0a2 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.090084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fedab98-01bc-48d6-8209-a2529ea6df21 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-06T14:20:23.306913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5c1d35db-623c-4bd9-b330-b61eafd06a26 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T14:20:23.296779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a4d26ef2-f54c-48b7-a98f-53574453fb9c · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.101164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d77e343f-a1fe-42ed-a907-8e9e7cbe1475 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-06T14:20:23.286097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 794b2e1a-f58a-430d-8ffd-d3497a276fe5 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.107603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acbeeadc-165a-4377-8bed-1c077251eed0 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-06T14:20:23.269246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4d999d69-ee75-40bc-b99d-67cdd41a04c3 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:20:23.881272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2a6be804-d01a-4604-8df2-478d5f4677fb · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Gemma 2: Improving Open Language Models at a Practical Size

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.117807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c56d236b-2530-410e-b1c5-e657cad279db · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.121979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff836375-4fd2-4180-b698-0ffc9817e487 · outbound

This paper cites Chang, Cristian Danescu-Niculescu-Mizil, and Karen Levy.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Chang, Cristian Danescu-Niculescu-Mizil, and Karen Levy

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.125510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adce1583-46a4-4db0-9f4b-ed74568c044e · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 31

Resolution: verified exact; raw_fallback, observed 2026-08-06T14:20:23.621578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a0ad004c-6317-4acf-aa71-c845bae57410 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.132337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f43caa64-3f98-445a-ac08-89adc63671ad · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.135499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adbd18f9-a9ac-4e6c-b778-5ad021f59cb7 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.138649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57279c73-7710-429b-bae3-e8fb22247888 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.141760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db5c168d-8f84-4d93-9242-786fcca898e5 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:20:23.869640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 36ea1860-a59d-430b-a470-a3e48c6cf34c · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.147955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31d7eae8-192a-4941-9b49-74fae70c80e9 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-06T14:20:23.220323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f4f0795a-2b05-463e-ba7a-7ab00584720e · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.154411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1d725bb-746f-4370-a650-6301b8830089 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.158622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 973fc5ed-d382-4389-9f32-b7e6d6c27405 · outbound

This paper cites an unresolved cited work.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-06T14:20:23.196478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2cdc714a-a976-4435-9380-7237c1e8951f · outbound

This paper cites online" 'onlinestring :=.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models online" 'onlinestring :=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.166074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 858c758e-836d-4c73-9a98-ae80e1209961 · outbound

This paper cites write newline.

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models write newline

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:23.170005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1ed91998-56a8-45b5-84c0-ce1b99ead03c · inbound

Wait! There's a Way Out: A Decision Mechanism for Forecasting Conversational Derailment cites this paper.

Wait! There's a Way Out: A Decision Mechanism for Forecasting Conversational Derailment Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:23:15.370526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.