Paper Citation Record · LEDGER

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs

As of 23 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 2 inbound Pith citation observations for arXiv:2507.19899.

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

pith.paper-citation-record.v1
2507.19899 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:54:38.087049Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T23:54:01.971945Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy28
unresolved3
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 334e3e4b-9d4c-4fc4-acde-9d28bf7ce85c · outbound

This paper cites an unresolved cited work.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:54:38.619245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9b220eee-83bc-4f35-8006-38c0bb8520c3 · outbound

This paper cites Explanation: This post indicates several de- pressive symptoms: - Anhedonia:.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs Explanation: This post indicates several de- pressive symptoms: - **Anhedonia**:

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.604161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 476c9418-5e89-4fbb-8727-ea4d9c734e0f · outbound

This paper cites there is something very wrong with my brain.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs there is something very wrong with my brain

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.533247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dff31534-5493-44c9-8e26-7c7e23ee7369 · outbound

This paper cites how am i ever going to get work done.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs how am i ever going to get work done

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.516424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a1bed332-2272-4cc6-b7c4-97a398db7436 · outbound

This paper cites sometime i think i wa not meant for this world.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs sometime i think i wa not meant for this world

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.501348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fec3407f-674b-4386-81b4-2b942f017bf2 · outbound

This paper cites I feel empty inside,.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs I feel empty inside,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.590637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4461238c-ffcb-4879-a89f-42a7c91572d1 · outbound

This paper cites I don’t enjoy anything anymore,.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs I don’t enjoy anything anymore,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.576822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dfa3428f-e1ea-408e-b494-4d2ed619328f · outbound

This paper cites i can barely function at all.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs i can barely function at all

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.561233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9f7c89e8-8ae3-4427-b21e-4d53c65102f7 · outbound

This paper cites i go day without eating.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs i go day without eating

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.547189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e1eb315d-3c40-4b81-99fd-bf5b56bfe612 · outbound

This paper cites i used to be highly functional before but it now i can barely function at all.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs i used to be highly functional before but it now i can barely function at all

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.486769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 28d2fb8b-e7f4-4bf5-831b-a72eafb9e762 · outbound

This paper cites I used to be highly functional before but now I can barely function at all.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs I used to be highly functional before but now I can barely function at all

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.471522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 69ffeaf8-0eae-4a88-baff-e3d2d2023161 · outbound

This paper cites I take everything just to keep myself alive.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs I take everything just to keep myself alive

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.457489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 56e3b7c8-e5e2-416c-8300-1d98bd425a47 · outbound

This paper cites I go day without eating.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs I go day without eating

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.441250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 398d3ba9-c29d-4045-9d0b-12b3b9c98e73 · outbound

This paper cites Sometimes I think I was not meant for this world.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs Sometimes I think I was not meant for this world

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.426679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e1c3dae8-4424-4e7c-a69a-d5211e0b7a06 · outbound

This paper cites There is something very wrong with my brain.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs There is something very wrong with my brain

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.410422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4aad5db6-bdae-43fe-8f14-da8bf8f98420 · outbound

This paper cites How am I supposed to fix it.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs How am I supposed to fix it

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.387484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ac62728-de78-46bb-847a-ce166326b8b0 · outbound

This paper cites How do you keep on living like this forever.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs How do you keep on living like this forever

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.371382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5776cc41-e8c1-4436-9adc-d1ad2ba4552d · outbound

This paper cites highly functional before.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs highly functional before

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.354915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 101e8311-cbb8-475e-b6c1-e5ca1c5e8103 · outbound

This paper cites I go day without eating.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs I go day without eating

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.338055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 59c427d5-30f2-486c-8f4c-a00b7b088fef · outbound

This paper cites I was not meant for this world.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs I was not meant for this world

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.323336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f6b511ef-84c9-4729-b94e-6d850a821857 · outbound

This paper cites how do you keep on living like this forever.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs how do you keep on living like this forever

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.301873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cc01d7ef-3b1a-4c16-95af-5a5975fac73d · outbound

This paper cites how am I ever going to get work done.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs how am I ever going to get work done

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.283147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 256f971c-15a3-40dc-accc-9245b44e2e42 · outbound

This paper cites not meant for this world.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs not meant for this world

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.263393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation afbe83d5-2fe7-4806-a0d6-9e968022c769 · outbound

This paper cites However, few-shot prompting gen- erally led to more comprehensive and symptomati- cally accurate explanations.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs However, few-shot prompting gen- erally led to more comprehensive and symptomati- cally accurate explanations

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.243843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6b749208-2eaf-4f9d-97b2-916f69021f73 · outbound

This paper cites GPT-4.1 and Gemini 2.5 Pro, under few-shot prompting, provided similarly well-organized outputs but with deeper clinical reasoning and contextual interpreta- tion.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs GPT-4.1 and Gemini 2.5 Pro, under few-shot prompting, provided similarly well-organized outputs but with deeper clinical reasoning and contextual interpreta- tion

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.228422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 444330ad-9e3a-4dc7-954d-c7fe905d59f4 · outbound

This paper cites They not only matched key phrases but also interpreted their clin- ical implications with high fidelity.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs They not only matched key phrases but also interpreted their clin- ical implications with high fidelity

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.211002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4ca9fb8c-6d1b-465b-aa60-35f203933ab1 · outbound

This paper cites Zero-shot explanations tended to be more checklist-like or declarative, lacking explana- tory depth.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs Zero-shot explanations tended to be more checklist-like or declarative, lacking explana- tory depth

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.192903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c61d1c7c-87de-4482-931b-ffe1d2140e4a · outbound

This paper cites not meant for this world.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs not meant for this world

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.173295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a4fd4098-719b-47be-b84c-6a7e6ca3f27a · outbound

This paper cites In Proceedings of the CHI Workshop on Computational Linguistics and Clinical Psychology.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs In Proceedings of the CHI Workshop on Computational Linguistics and Clinical Psychology

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.635211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bfbb0166-c4ad-4920-81d4-95f4274e0118 · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs Towards A Rigorous Science of Interpretable Machine Learning

Reference 2022

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Source-reported events for the cited work

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Observation 275562c5-d728-44f9-b44b-315e2d79abd0 · outbound

This paper cites Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data.

A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.938619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 94f48101-0ce6-4ca2-85b1-ccf42a8bda18 · inbound

WPG-MoE: Weak-Prior-Guided Dense Mixture-of-Experts for User-Level Social Media Depression Detection cites this paper.

WPG-MoE: Weak-Prior-Guided Dense Mixture-of-Experts for User-Level Social Media Depression Detection A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs

Reference 77

Resolution: unresolved; no resolver link, observed 2026-07-11T19:53:55.129676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6413d3f2-6005-440e-ad17-45f961194f86 · inbound

Self-Evolving Human-Centered Framework for Explainable Depression Symptom Annotation cites this paper.

Self-Evolving Human-Centered Framework for Explainable Depression Symptom Annotation A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T23:54:01.971945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.