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Paper Citation Record · LEDGER

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology

As of 11 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2605.05828.

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

pith.paper-citation-record.v1
2605.05828 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T09:18:07.852567Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

31 of 31 outbound references displayed

  • verified exact2
  • verified fuzzy29
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44d1ba89-d1ca-4414-bdf7-cdd99100e0e8 · outbound

This paper cites Techniques for requirements elicitation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Techniques for requirements elicitation

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.778385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:a1bcc2668fab41bd355e7ae6810debe42bbf2d70969756bdcc23e1fc5d85e3a4

Observation 6a2a357f-067b-4cc1-9c3e-fadf42059ac6 · outbound

This paper cites IEEE, 1993, pp.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology IEEE, 1993, pp

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.785492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:0e2c0a3b356eac9630a4133765ce0c0b8b425afb8b59772675f03d668c47e4b6

Observation 4635dc03-e44e-4c89-9155-08974288db36 · outbound

This paper cites Wiegers and J.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Wiegers and J

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.793556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:468ce668adbf8615467b94888cb49ab47c2a0966f7e56fdc784c965bb933f638

Observation b3a791d6-5cab-4b08-b922-50d4d71db751 · outbound

This paper cites Requirements elicitation follow- up question generation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Requirements elicitation follow- up question generation

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.804858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:6dbdab3793cdb4d639c094fbeddf260462da12b18451c8774c05ce22d124127e

Observation 47361600-a99f-494c-a4fc-7cc1bf28d00f · outbound

This paper cites The state of the art in automated requirements elicitation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology The state of the art in automated requirements elicitation

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.770824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:7b62787dab21ebba39ba666a1d2d9c2ca87e9fa32011713f2a883bc1ac8654b6

Observation 5cc1d9ff-f2cd-44c1-9c0e-08a9d5429c79 · outbound

This paper cites LLMREI: automating require- ments elicitation interviews with llms.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology LLMREI: automating require- ments elicitation interviews with llms

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.796673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:1010812b6c9ec868f75a44ebe16b381e688e8605bbd163ce1e37da8165ce56d7

Observation babf9d79-8475-4bca-8ba0-100578f9ceee · outbound

This paper cites Substance over style: Evaluating proactive conversational coaching agents.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Substance over style: Evaluating proactive conversational coaching agents

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.813980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:589230a239f3647ee87031725edff12975ee886282f6c6dc1203b8c53c0cf1e0

Observation 345ea7ef-61f3-4a03-91a5-1914fbd71eba · outbound

This paper cites Personalens: A benchmark for personalization evaluation in conversa- tional ai assistants.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Personalens: A benchmark for personalization evaluation in conversa- tional ai assistants

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.782303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:1870ddaeb5a231f6374bf61a3f124de3caaf165013bfdc2d2e4c336095b9ed60

Observation 92a53af3-c3ae-4a57-bc25-61ab30571a9c · outbound

This paper cites iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:21:12.844823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:1a1cbb8e81a579c9c213fb96a0a0d5cf1d56230cf01574f4a73bafc8a15b6dd7

Observation b9413270-9bb5-4111-8010-1e1e021c2f92 · outbound

This paper cites Elicitron: A large language model agent-based simulation framework for design requirements elicitation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Elicitron: A large language model agent-based simulation framework for design requirements elicitation

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.793255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:535911682876c7d7c6b66d820896438423ffc4c65a474292300fbc851193e6b0

Observation f8ef7ba2-6bbf-40f0-89c8-d72e820277a3 · outbound

This paper cites Reqelicit- gym: An evaluation environment for interview competence in conversa- tional requirements elicitation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Reqelicit- gym: An evaluation environment for interview competence in conversa- tional requirements elicitation

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:21:12.852990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:e3925c9b11ba08adb36e4f02339a4288d2b925c975059020600c44c4debe76b5

Observation 0c47c52a-6d33-4b34-b253-7589c0222d19 · outbound

This paper cites Cognicode: Evaluation metrics for multi-turn code generation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Cognicode: Evaluation metrics for multi-turn code generation

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.747006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:8d5da5890ce9b3f4cb0d3b9c2ea3605d288f79401011d15de3169e15685c2b3b

Observation 8bb3c0df-d8ab-4f8c-98cc-b2a19aab32e8 · outbound

This paper cites Software project management practices: Failure versus suc- cess.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Software project management practices: Failure versus suc- cess

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.710789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:a230c1469768947dbf7d398bfdf207eb18b9b12aec5f019d40b6c115ea35dbbc

Observation 3cb7ad26-5f31-4a6d-9943-a25e866aaf54 · outbound

This paper cites Ambiguity and tacit knowledge in requirements elicitation interviews.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Ambiguity and tacit knowledge in requirements elicitation interviews

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.765549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:1920e8c0ac817bbeb70294d352de4bdd9f585cf0863beff29ce80d56fa184609

Observation 3eba4aa1-ca1d-473d-b672-dbb354f87b1d · outbound

This paper cites Elicitation technique selection: how do experts do it?.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Elicitation technique selection: how do experts do it?

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.735585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:7737a3c236292060a756c4acfb7980434572c7d753072f95cf46d65118a11fe6

Observation cbfee965-b705-4163-8356-334a7571d926 · outbound

This paper cites The state-of-practice in requirements elicitation: an ex- tended interview study at 12 companies.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology The state-of-practice in requirements elicitation: an ex- tended interview study at 12 companies

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.789429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:3ed4f74382a62aa89bf53fc18d45710db5a44b025f524ec7965fa3b42267b98f

Observation 05c4563c-3bb3-46c8-a6b6-abf407a36b95 · outbound

This paper cites Requirements elicitation: A survey of tech- niques, approaches, and tools.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Requirements elicitation: A survey of tech- niques, approaches, and tools

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.749471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:28437c5ded0121e0ea3e982cdb0a0c2d53e03d356c5cbc4b512944d384b63f44

Observation 3a298590-3aed-45f3-9a9b-7ace16ad5250 · outbound

This paper cites How do requirements evolve during elicitation? an empirical study combining interviews and app store analysis.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology How do requirements evolve during elicitation? an empirical study combining interviews and app store analysis

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.800179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:6a9fc6b2ca443636b9b457d1851a2dbd332e4a0fdec7287b6a554b794337da00

Observation 01e61577-495a-4484-aa4b-6b7b3787280c · outbound

This paper cites Learning from mistakes: An empirical study of elicitation interviews performed by novices.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Learning from mistakes: An empirical study of elicitation interviews performed by novices

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.750614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:4fd71440e41102a03b643308a4e7ffc1b489540689c86058e5950cf85dbedfb1

Observation 1c0fc4c0-0bf5-4456-9e88-c3757389466d · outbound

This paper cites Common mistakes of student analysts in requirements elicitation interviews.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Common mistakes of student analysts in requirements elicitation interviews

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.789163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:2ed985c6af62012a13e6d320c9056cd88c769cf681f463ab78cc6d93ddf7cc15

Observation 716d0694-d6b2-4c80-bae7-ce0cefeee475 · outbound

This paper cites Towards a typology of questions for requirements elicitation interviews.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Towards a typology of questions for requirements elicitation interviews

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.758257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:8a9f59ecf4ece9116f8aa8da937ddbace759a530d3c0acc531a1e53ab63623d1

Observation c61f0574-6ca8-4313-8582-4b237216ca22 · outbound

This paper cites Designing effective interview chatbots: Automatic chatbot profiling and design suggestion generation for chatbot debugging.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Designing effective interview chatbots: Automatic chatbot profiling and design suggestion generation for chatbot debugging

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.769222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:e371a60cbddc010c9a5153f93c105383c75e021b1d99999768425887da291d6c

Observation 37446f7c-b5bc-4e1e-8d88-f5a1899b18b3 · outbound

This paper cites Teaching requirements elicitation interviews: an empirical study of learning from mistakes.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Teaching requirements elicitation interviews: an empirical study of learning from mistakes

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.775790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:ef40fb4845a44e71ce555456d284b7c9c8266b330bffb85f6c3ed027f52ce373

Observation fb60daa5-19c0-4d53-9efe-334debd5a12e · outbound

This paper cites Learning require- ments elicitation interviews with role-playing, self-assessment and peer- review.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Learning require- ments elicitation interviews with role-playing, self-assessment and peer- review

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.782620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:0e74564ec94313f90b399a3cc54e3207a3c77eed605555394ce8790c6807fb35

Observation 8fd35e91-b037-4b60-a861-f24c0d6bf39a · outbound

This paper cites Sapeer and reversesapeer: teaching requirements elicitation inter- views with role-playing and role reversal.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Sapeer and reversesapeer: teaching requirements elicitation inter- views with role-playing and role reversal

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.797535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:4dac16c4b05b7a7faed843fd04975946d8aca36b68cc046840b2f2bed28be6b2

Observation f03c2d9a-4c32-4356-8b29-a45c34a130a3 · outbound

This paper cites Annoterei! a tool for transcribing and annotating requirements elicitation interviews.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Annoterei! a tool for transcribing and annotating requirements elicitation interviews

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.772570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:aa29c9ac539d565e81c4e95e79f39a9cdd722bbf24d3410f3d46af10952214ff

Observation 1d71b9da-b402-4913-9d40-767ab98e2b34 · outbound

This paper cites Generating requirements elicitation inter- view scripts with large language models.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Generating requirements elicitation inter- view scripts with large language models

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.801154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:d5ce70308ff9abf03e593f98f1c4a0dee619a8553378f5b4170ca1bfe32be1f2

Observation 8a85f7d4-f2af-416a-91db-550bfb513739 · outbound

This paper cites From elicitation interviews to software requirements: Evaluating llm performance in requirement generation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology From elicitation interviews to software requirements: Evaluating llm performance in requirement generation

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.731637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:2d0a614e9d670a3da88a2bc676aea60fb789f745a3657471cc3d78c9c3b5c475

Observation 1bc21222-a8b3-49e4-8065-95a46130ca89 · outbound

This paper cites Webgen-bench: Evaluating llms on generating interactive and functional websites from scratch.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Webgen-bench: Evaluating llms on generating interactive and functional websites from scratch

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.763026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:02314b41daf73419bb1309abc2753d880c624d77be295676c40cabaeb0eec6bc

Observation e643a744-bb58-4756-9cc1-4fb39aafc43a · outbound

This paper cites Experimental methods: Between-subject and within-subject design.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Experimental methods: Between-subject and within-subject design

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.700687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:e84640b3933ffb7d10e08facfa609276ab6dfd888295c2bcb9539b4b77406a0a

Observation 24f483b6-2d92-43ea-bfe0-3a5a664d2079 · outbound

This paper cites Re- cover: Toward requirements generation from stakeholders’ conversa- tions.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Re- cover: Toward requirements generation from stakeholders’ conversa- tions

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.724706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:62abb6a96628df32e424c781c5b37ed41c005e70f3b445073963cc101404aed7

Pith citing papers

No inbound Pith citation observations are available.