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Paper Citation Record · LEDGER

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support

As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2505.18483.

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

pith.paper-citation-record.v1
2505.18483 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:48.073665Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

47 of 47 outbound references displayed

  • verified exact4
  • verified fuzzy19
  • unresolved24
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47a99a38-c49f-4576-a7fa-801275441da6 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:56.322106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 21e40dd0-7902-42af-8710-8bd4c71de1c5 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:56.100770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:43.280398Z digest=sha256:0e562f38fde2ba4cffd2154b1c20c2a8a8cc1c45b14d8a2e0b6451cf25846c24

Observation ba026396-c6f5-4003-800d-dd353355aff1 · outbound

This paper cites R., & Vanthienen, J.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support R., & Vanthienen, J

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:55.862854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1b06da0a-e5cf-4bd7-9c5f-2b7aac7dfe89 · outbound

This paper cites A framework for developing a knowledge management platform.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support A framework for developing a knowledge management platform

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:33:48.807094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:43.624600Z digest=sha256:651c5e019ff8153eea560c525cad6fe91e9101aaa167ba8f8d305c6998a6aca9

Observation 2d749ad0-7590-442d-b6a0-0d29813752ad · outbound

This paper cites Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:33:48.632893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 80c3999c-d9f3-4440-a1c0-e9941ad29bca · outbound

This paper cites G., & Medsker, L.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support G., & Medsker, L

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:55.651571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:43.836523Z digest=sha256:a545aeee13855dc6dc9b7c95a7756dcfe8a7596aec154a7b1c2d8729d7f793aa

Observation 82947456-fe5f-4e92-a124-19ddd395bf12 · outbound

This paper cites (2024, October).

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support (2024, October)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:55.390591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:43.960161Z digest=sha256:e2eb3edf491566a8c096cf9947c9ed24ce956d1d5fc00eed6c7ed6442ce467fd

Observation cc674378-318c-4603-9394-b4204221dc89 · outbound

This paper cites H., Jin, L., Elangovan, K., Abdullah, H.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support H., Jin, L., Elangovan, K., Abdullah, H

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:55.146254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5be59bb7-088b-4826-a9b1-edfb8b6d7d9e · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T14:33:44.211876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:33:44.211876Z digest=sha256:a1e1392a2354c6850dd516f3165693a9077c32a9cb233f3633535afa7544879b

Observation 9bbdfad9-02e5-4718-900f-eda5cf68b3d5 · outbound

This paper cites (2025, April).

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support (2025, April)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:54.927053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:44.270305Z digest=sha256:b5fe8d5f72ab8456e28c73d669d86d36739a78bd325c888c5c895c447203c122

Observation b78fb31c-7516-4a49-b985-8e26235e9e99 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T14:33:44.417924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:33:44.417924Z digest=sha256:de3ed785ed742ee4491a3bd1f4aadd6e4d22c14d4d20c8b5b80b84783396b37d

Observation 840938a8-2f7e-4b56-b4fd-32d6deab7cb5 · outbound

This paper cites & Seifert, C.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support & Seifert, C

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:54.762700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:44.525294Z digest=sha256:09d329c607c0133249a3c417b1acaebe53ef88bf2ecf8bf9e2068afc8430a84b

Observation 74e9858e-ff09-47c2-b38e-bd0982eef513 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:54.547414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:44.608545Z digest=sha256:cfa68c0dbb4032a156af2642b9530581315d8d1cb91983b27124d3bc06abc709

Observation cc3aa1cd-6634-40e6-86ab-c894cf7ee747 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:54.272482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:44.740253Z digest=sha256:4bcf073a2bec56967304d0cc7b102a08d58d88b54fbcca4d844a00e80d69c99b

Observation ebe71e76-9489-4744-95c6-cddc2c6c8ebb · outbound

This paper cites Recommending Actionable Strategies: A Semantic Approach to Integrating Analytical Frameworks with Decision Heuristics.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Recommending Actionable Strategies: A Semantic Approach to Integrating Analytical Frameworks with Decision Heuristics

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:33:48.472849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:44.858364Z digest=sha256:038dafc81e10e075822036192aae3c1ae79f38b222b78a8ed9161bc3817824c4

Observation 7b453c03-ce95-48cc-b96c-29ace9fc831f · outbound

This paper cites S., & Kumar, S.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support S., & Kumar, S

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:54.084227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:44.948806Z digest=sha256:31528d36547694acd9579f04bcce9f706dddf0ed90eeefab5430a893760a0731

Observation d935bc97-63a7-46f2-8cf2-e44d6d101af4 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:53.908279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:45.066604Z digest=sha256:8edbfe8a430f43cabb8a3a46c78f4a506b85f5f5f221f66ae3bbe5a1b490388b

Observation 494613fa-cd93-4081-af03-58fd855a4be2 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:53.634715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1a73928c-a7b4-430d-8bbd-5d013d97a3b4 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:53.467649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4668d601-95a9-43a6-804e-ee0113e2aca9 · outbound

This paper cites (2024, May).

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support (2024, May)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:53.157288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:45.445152Z digest=sha256:60d5de977ed7acbce94bbbb215dd8de4b5e3e859a07b389cc04006b1ecb81efd

Observation 896e87af-e8b8-4852-a577-35731a5456e2 · outbound

This paper cites M., Ng, A.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support M., Ng, A

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:52.939154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:45.540494Z digest=sha256:0c07bd2ad2f76d83e699f9181ba93979458a0e5c9753401ae0476e1f913fde71

Observation 04ff761c-2c8f-429f-a9c1-02dc9d729594 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Efficient Estimation of Word Representations in Vector Space

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T14:33:45.661197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:33:45.661197Z digest=sha256:d348dcb922d43c516411a945723e4ca73c6fb3a6acce719ead5f88634c248894

Observation e5464ec0-fc73-41a2-8c1b-aa68efcc70a3 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:52.635096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:45.766401Z digest=sha256:761bc313184fb341079667e4954d4269742a89a80e3d0858016fcbca4135c31c

Observation 838a741a-c648-4f8c-8fa6-1d06552b8993 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:52.382559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:45.843582Z digest=sha256:5a5258912971f0aa4628ad35a6d8bad9fb6b53d886a916f5fdae2537b987703f

Observation 9a27f762-5dfc-4afe-947a-f7c14ebdc31d · outbound

This paper cites N., & Scheines, R.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support N., & Scheines, R

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:52.176315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:45.969916Z digest=sha256:8eaca3d386a548882c2120e16d53e89ef83c4435b87deef079d0afa889e2e6fe

Observation 7cd39be4-b385-48f1-b0f9-49f702f00984 · outbound

This paper cites G., & de Andrade Lopes, A.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support G., & de Andrade Lopes, A

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:51.924013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:46.110204Z digest=sha256:7f819e316ddd27d984bcdac90acbc89125017868fead8fa6e51ef16ca0b026b7

Observation aec9baa8-43d1-4878-ae35-90ec01573d24 · outbound

This paper cites PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:33:46.182750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:33:46.182750Z digest=sha256:f29555b82520106354ee0be8ee9cee0ca1135cf8139ccb93ee699f1f6d747ade

Observation 2b9974ca-8cdb-4433-a785-9caf98a3cad7 · outbound

This paper cites KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T14:33:46.289597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:33:46.289597Z digest=sha256:7fdc259941bd3787924dfb6183d23ebce62bc62b485a97ab5badf8f23fc9aed1

Observation df8b9508-9483-44b5-acb5-f405da7dca82 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:51.672866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:46.410815Z digest=sha256:b8dfa0012045a7c61c71fd36c1a7d06b92b1007fe683a4c12a1c977b02b24b24

Observation 0c54a23a-fab9-4b71-b3bd-268f3beb0f9f · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:51.449853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:46.525226Z digest=sha256:8a075a53750498503fbbd91721779f9a8d10306d84a63108f7195666ba71c775

Observation 42a58fce-66be-4857-95d0-2ddc87a31eff · outbound

This paper cites A., Escobar, J.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support A., Escobar, J

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:51.235126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:46.608110Z digest=sha256:f95ca7f6585d5a708b54ea49cec4042d6f60b8ac76f6837e9ca47f8f0c15d4ee

Observation a147d338-cd9e-4f2e-aebb-b49d7cb2a98c · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:51.018283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:46.732140Z digest=sha256:c99dfc0c5d990b006abd4d88eb82e24e7cdbdfcc685d6bbd87b8a6a36eec47ea

Observation 2b0bf24a-9c93-4289-a88a-2f0fe809d8d4 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:50.735279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:46.809107Z digest=sha256:2a98fe1f346c487b6dbaadcce08dc3194a59933560c6266d67f0ed445085859c

Observation 5d9327e9-6410-4d87-9b9a-bc258068b84f · outbound

This paper cites (2025, January).

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support (2025, January)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:50.435264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:46.944107Z digest=sha256:79864d99d6fa33429ab4b08c2fe3ce1c3f2fe5e8c1074d7da2ca8dc07c936dcf

Observation 6e744bd2-16e9-4ec2-ad79-b9d5cee42d70 · outbound

This paper cites S., Ceder, G.,.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support S., Ceder, G.,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:50.062730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:46.997561Z digest=sha256:9c4f33e4faa7dd9d0fb919a3b75dd9fc9145bc8feecb68d1f3118e457348e2f2

Observation f321ea4c-bec8-4796-a811-2d690ce6117d · outbound

This paper cites & Kiela, D.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support & Kiela, D

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:49.932038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:47.092367Z digest=sha256:ee622b8c03dc817acb2ea32c7de401a9448704694e153b0ac9d5a2dd6e5e2d0d

Observation a5e5d153-99e3-4ede-a51c-4d78b2937c5a · outbound

This paper cites & Zhang, N.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support & Zhang, N

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:49.786534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:47.152559Z digest=sha256:aeb70e3ed26f894ac956671933f8dd7681548c6095a0a57a0a9c6d397f53059f

Observation 7ce4b486-c86a-4a32-b518-1c28dbc568ee · outbound

This paper cites LLM-based Multi-Agent Systems: Techniques and Business Perspectives.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support LLM-based Multi-Agent Systems: Techniques and Business Perspectives

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T14:33:47.209410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:33:47.209410Z digest=sha256:6ed50d75f57745e60f79c1d401ae43b96c1862a2cea9912f7f9a2aacc1d9e1ee

Observation d76bc597-263d-4d33-bf35-2fe2adbbb5f2 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:49.643985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:47.276126Z digest=sha256:7ef5a33a075ae4348bcc06b601701be9d36f13874b2a31be51a97df448e13b24

Observation 607289d1-7d14-491a-a40a-0a6d3615de11 · outbound

This paper cites Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T14:33:47.334689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:33:47.334689Z digest=sha256:d9cba91dfd9b05ff0213444e5c00f017ae590a1c36ba2e5c913f46aeaf9eafa4

Observation 6fb19eb7-669c-47d3-ba88-21b9ff46689c · outbound

This paper cites F., Bahroun, Z., & Basheer, N.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support F., Bahroun, Z., & Basheer, N

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:49.508199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:47.442123Z digest=sha256:bb943a368f0260ece18c8a8433782b5d29dcf34e22653b5649cc2e656e9f1e5f

Observation 45990ff1-69f6-4fcd-addb-61dbcf2c6287 · outbound

This paper cites Towards a Framework for Evaluating Explanations in Automated Fact Verification.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Towards a Framework for Evaluating Explanations in Automated Fact Verification

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:33:48.235681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:47.532662Z digest=sha256:d9b5f15c657405d04fb876f8543f7b6e0fc4a5e1e6cc0b8a395c68bbad6c0bb8

Observation 818a946b-3f6c-4f31-a07f-6200ea3d67e2 · outbound

This paper cites ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T14:33:47.710576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:33:47.710576Z digest=sha256:368a395500963075b819616c87b5684c35c61cee4211fb52612b674104afa393

Observation b7c41c23-592f-4d90-9028-4465dd52fa5d · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:49.399491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:47.785347Z digest=sha256:ac0287ccd06fbbf0fbc57c0f25773f03b355164a699934b59b119949bfb37b66

Observation ce7156a6-6472-42a6-9116-ccbd4be6cfb2 · outbound

This paper cites gold standard.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support gold standard

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:49.226636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:47.853580Z digest=sha256:9e10e19e0f315b92bba2cf7396d16719db4b187e6e8f1599425a99a62c5e4739

Observation 14bb9e84-93f2-4c3a-81ce-dd81f85b863d · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:33:49.058188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:47.967186Z digest=sha256:2e6e7caf91a7ae8e7d486cb3d8d028df19ae58d4a67c3f3353e266868aec7893

Observation 471275d8-72ef-41a2-abcc-5aecac5feca1 · outbound

This paper cites For this user requirement, which criterion is more suitable to be included in the decision model?.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support For this user requirement, which criterion is more suitable to be included in the decision model?

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:33:48.928793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T14:33:48.073665Z digest=sha256:123911b593328c29d975d826c4e2af2316fd661626357c6978a8ff73687b55b2

Pith citing papers

No inbound Pith citation observations are available.