Paper Citation Record · LEDGER

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs

As of 24 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.13454.

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

pith.paper-citation-record.v1
2608.13454 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:42:20.479182Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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 exact1
verified fuzzy8
unresolved40
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00da371d-4c6c-49b5-9aa0-1290e5628ffa · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:21.117017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5a4824b9-c45b-497b-91ca-6901053332eb · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:21.108253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 88c50fea-0421-4eac-8ff8-2fa5f9311dfb · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.336407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f526ed7-5eb4-4fab-8ef7-2376e25382fb · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.339435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03e7f80e-735e-43cd-a639-37b78ccc0617 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:21.090108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9869c580-d1c8-4ac3-936e-41ca3ee895c3 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.344920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 185f8bea-aa45-4e3b-b997-5f25ada46e22 · outbound

This paper cites Inner-Voice.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Inner-Voice

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.350180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d67abc8e-67fe-4753-957a-7f78a6c5bc23 · outbound

This paper cites 2025.Gemini 2.5 Pro Model Card.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs 2025.Gemini 2.5 Pro Model Card

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:42:21.067992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 25433c09-857c-4545-96c9-00663ac655ac · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:21.058563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cd7f4e84-227e-40fe-8a4b-14a2fa6cefd0 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:21.050080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0bf6fbf2-0c3d-422a-81ae-3420e44d79dd · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-14T10:42:20.509204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6debb77e-85ea-4e65-a798-09d3b8a82e75 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:21.040880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ebbe1ccb-c4f9-40dd-88c9-08aa349f957c · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.367156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0d996c1-70b8-40fb-ac33-6d880225587a · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.371238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8089e8ff-9c2f-45f1-9a00-30bf0427a1c7 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.373934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56f9fa20-a1b6-4a99-bfe8-21bafc9cbd9e · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:42:21.031802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d647df8-cf6e-4505-9d09-d0b6b5bba648 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:21.023102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 540ef6bd-4524-4294-895f-e911e66a5e61 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:21.014096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2312977a-d95e-40f8-a89f-43f157a16fe4 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:21.005766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8ae9bcd7-31ea-4253-80b1-4d3e07c3de3c · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.388989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd966578-a678-4ac6-938c-b4c3762b5910 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.992590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cd5bfe08-f68c-4b73-8ffd-546733810817 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.394619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 630fe654-748a-4a1c-927a-9d0572b43238 · outbound

This paper cites User-LLM: Efficient LLM Contextualization with User Embeddings.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs User-LLM: Efficient LLM Contextualization with User Embeddings

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.397498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dd38d0e-8522-4d99-89df-b5d77a1f4452 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.979233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c3e86826-e8ec-4637-8025-70b11e5b49fd · outbound

This paper cites Bernstein.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Bernstein

Reference 25

Resolution: malformed identifier; no resolver link, observed 2026-08-14T10:42:20.403412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c720f699-3929-4fe1-ac62-c2816a83d15e · outbound

This paper cites Generative Agents: Interactive Simulacra of Human Behavior.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Generative Agents: Interactive Simulacra of Human Behavior

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.406219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f721039-415b-4f48-acc8-49d9b41fa120 · outbound

This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.409465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a1455c7-be4f-4cc6-952e-a5e27396460e · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.970093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f90ccc7f-dc34-42c1-b0dd-3bd6c8431b89 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 29

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T10:42:20.961282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fb3a355e-c81e-46de-91a3-eb2dfa4c86de · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.952632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b3296aba-cb33-4f5f-85c2-9b8db57fd021 · outbound

This paper cites Bernstein.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Bernstein

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.421149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70ecbc9d-f863-44d4-8bc5-1c8ead56159c · outbound

This paper cites 1992.Describing talk: A taxonomy of verbal response modes.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs 1992.Describing talk: A taxonomy of verbal response modes

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:42:20.943998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 22e617aa-b53a-41f1-b868-f93ace509a5c · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.935089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 479f8550-75ca-457a-b736-925cfb170e61 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.430374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 805fec08-8c47-470d-8105-0612355f9d52 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.920377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7f60f830-e04e-495b-a29a-23f65df1e9b8 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.911906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5fc5d9ab-fdf3-4867-996f-82aa15882833 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.438686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af03f9c5-b600-453f-a68c-3945f51c135b · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.888717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f57bcc17-f55f-4c28-8794-82174028066f · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.447044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0078fd38-9fe7-4236-b045-be1c77855cf9 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.874337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 00f9c311-7f2d-48f9-882a-4005069d33ac · outbound

This paper cites Language Models as Inductive Reasoners.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Language Models as Inductive Reasoners

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.452378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd6c8343-2403-49d2-9ab7-fdba7fe9414d · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.865619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 49098027-1633-41b8-b8f1-9631c505ed0a · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-14T10:42:20.458483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2b69ab3-e42d-4573-8d2b-b82fe7a69e22 · outbound

This paper cites When discussing personal struggles , [ User ] tends to Disclose rather than deflect.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs When discussing personal struggles , [ User ] tends to Disclose rather than deflect

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:42:20.851905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bcd6b24b-3def-4d9c-a0c2-386d84b0671f · outbound

This paper cites Example :'If [ WITH WHOM : authority figure ] + [ STATE : user feels defensive ] , the user tends to deflect ; but not when [ WITH WHOM : peer ].'.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Example :'If [ WITH WHOM : authority figure ] + [ STATE : user feels defensive ] , the user tends to deflect ; but not when [ WITH WHOM : peer ].'

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:42:20.841894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9735651f-d7a1-4712-8281-c0599fc58895 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.830997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 438b9db2-cc4c-4fd8-980f-e3de1aad8166 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.822114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2cfcae36-3ee4-42b6-bb61-54efdb20f771 · outbound

This paper cites an unresolved cited work.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:42:20.811998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5738dd55-6431-45d4-883c-f3c711bfa750 · outbound

This paper cites { other_turn }.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs { other_turn }

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:42:20.801740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d85f1163-16f3-4728-ac32-aeab41a2104a · outbound

This paper cites InProceedings of UbiComp 2004.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs InProceedings of UbiComp 2004

Reference 2004

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:42:20.897640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c69f567c-236a-4036-9edc-829e30c141ca · outbound

This paper cites InProceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs InProceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:42:21.076657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.