Paper Citation Record · LEDGER

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures

As of 7 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2507.13577.

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

pith.paper-citation-record.v1
2507.13577 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:26:35.088222Z

measured 42 of 42 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:40:01.449078Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact1
verified fuzzy32
unresolved8
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 413a3aec-8d06-411d-a3b0-dd1db30bea90 · outbound

This paper cites A multidisciplinary definition and evaluation of resilience: The role of social justice in defining resilience,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures A multidisciplinary definition and evaluation of resilience: The role of social justice in defining resilience,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.612474Z

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.

Observation c59c0272-13bb-47ee-8cc5-044b953cf331 · outbound

This paper cites Disaster planning and risk communication with vulnerable communities: lessons from hurricane katrina,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Disaster planning and risk communication with vulnerable communities: lessons from hurricane katrina,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.605200Z

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

Observation 270fd034-9f6e-4546-a414-51edeb072b54 · outbound

This paper cites Disasters and communities: vul- nerability, resilience and preparedness,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Disasters and communities: vul- nerability, resilience and preparedness,

Reference 3

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Observation 5da10ba4-6bdf-40b4-8601-7e62a99a842d · outbound

This paper cites Examine the effects of neighborhood equity on disaster situational awareness: Harness machine learning and geotagged twitter data,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Examine the effects of neighborhood equity on disaster situational awareness: Harness machine learning and geotagged twitter data,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.591052Z

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Observation eddc49a3-bfc9-4478-a2bc-e3fd1da19046 · outbound

This paper cites Social vulnera- bility and short-term disaster assistance in the united states,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Social vulnera- bility and short-term disaster assistance in the united states,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.583936Z

Source-reported events for the cited work

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Observation 5a5c09c6-48e8-48be-ba70-13758714e635 · outbound

This paper cites Social vulnerability and procedural equity: Exploring the distribution of disaster aid across counties in the united states,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Social vulnerability and procedural equity: Exploring the distribution of disaster aid across counties in the united states,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.576801Z

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Observation 4fc17aff-f22f-4fc9-802c-dda64dc979f7 · outbound

This paper cites Public demand urgency for equitable infrastructure restoration planning,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Public demand urgency for equitable infrastructure restoration planning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.569399Z

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Observation 4dc9b627-11cc-4039-9afa-b9a3c8b6b83a · outbound

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LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Unresolved cited work

Reference 8

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Observation f433729f-a586-4f22-9447-085fa97f61de · outbound

This paper cites A hetero-functional graph structural analysis of the american multi-modal energy sys- tem,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures A hetero-functional graph structural analysis of the american multi-modal energy sys- tem,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.554995Z

Source-reported events for the cited work

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Observation 54bfcb1e-3dfe-4dc6-94f4-bcaf59ba2170 · outbound

This paper cites Robustness assess- ment of hetero-functional graph theory based model of inter- dependent urban utility networks,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Robustness assess- ment of hetero-functional graph theory based model of inter- dependent urban utility networks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.547332Z

Source-reported events for the cited work

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Observation d23e75fe-e678-47ca-b3d5-1b0cc22a7e47 · outbound

This paper cites Agentic llm framework for adaptive decision discourse,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Agentic llm framework for adaptive decision discourse,

Reference 11

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Source-reported events for the cited work

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Observation 65b9747d-e16a-4991-a25d-2345299a2e20 · outbound

This paper cites LLM Generated Persona is a Promise with a Catch.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures LLM Generated Persona is a Promise with a Catch

Reference 12

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Source-reported events for the cited work

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Observation 68542c9b-a420-43a5-a164-7e3b9abcd69d · outbound

This paper cites Argumentative experience: Reducing confir- mation bias on controversial issues through llm-generated multi-persona debates,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Argumentative experience: Reducing confir- mation bias on controversial issues through llm-generated multi-persona debates,

Reference 13

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Source-reported events for the cited work

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Observation 9d0474b7-a650-454c-9882-82ad4886cfba · outbound

This paper cites WildfireGPT: Tailored Large Language Model for Wildfire Analysis.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures WildfireGPT: Tailored Large Language Model for Wildfire Analysis

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:26:34.762026Z

Source-reported events for the cited work

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Observation 3ecc6303-3975-4b71-a4c0-3f3e57d92ca5 · outbound

This paper cites Integrating sentiment analysis and reinforce- ment learning for equitable disaster response: A novel ap- proach.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Integrating sentiment analysis and reinforce- ment learning for equitable disaster response: A novel ap- proach

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.539920Z

Source-reported events for the cited work

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Observation d7f8efb2-fcba-49a7-9a6b-ddb1f05bd9c3 · outbound

This paper cites Intelligent urban emergency response: Integrating large language models, multi-objective optimization, and reinforcement learning,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Intelligent urban emergency response: Integrating large language models, multi-objective optimization, and reinforcement learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.532451Z

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.

Observation 790fabcf-ae42-48cb-86fa-f317352b7186 · outbound

This paper cites En- hancing emergency decision-making with knowledge graphs and large language models,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures En- hancing emergency decision-making with knowledge graphs and large language models,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.525174Z

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Observation a25469a7-e001-4861-acce-4d818c2495b8 · outbound

This paper cites Eq- uitable prioritization of bridge rehabilitation projects using a spatial multi-criteria decision support framework,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Eq- uitable prioritization of bridge rehabilitation projects using a spatial multi-criteria decision support framework,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.517558Z

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Observation 003d2aed-253e-4d6f-9380-48c539cb2876 · outbound

This paper cites A decision support system for infrastructure rehabilitation planning,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures A decision support system for infrastructure rehabilitation planning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.510446Z

Source-reported events for the cited work

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Observation ac8d3fa9-8bbf-47a5-b4e8-c57d50580356 · outbound

This paper cites A multi-criteria decision-making model using socio-technical attributes for transportation bridge maintenance prioritisation,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures A multi-criteria decision-making model using socio-technical attributes for transportation bridge maintenance prioritisation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.503148Z

Source-reported events for the cited work

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Observation d2690d4a-f044-40f6-af2d-e781ff9293ac · outbound

This paper cites Decision-making criteria and indicators for water and sanitation projects in developing countries,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Decision-making criteria and indicators for water and sanitation projects in developing countries,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.495586Z

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.

Observation 22b6c100-4753-475b-b0b8-6f4a76348389 · outbound

This paper cites Multicriteria-decision support for master plan scheduling: urban regeneration of an industrial area in north- ern italy,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Multicriteria-decision support for master plan scheduling: urban regeneration of an industrial area in north- ern italy,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.488037Z

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.

Observation 37fcb5d8-3185-46a9-83e5-feae3e23f2d8 · outbound

This paper cites Prioritizing infrastructure investment: a framework for gov- ernment decision making,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Prioritizing infrastructure investment: a framework for gov- ernment decision making,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.480227Z

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.

Observation 8ac6fb82-1375-4ad1-840f-f064df451a0e · outbound

This paper cites Design of a prioritization methodology for equitable infrastructure planning,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Design of a prioritization methodology for equitable infrastructure planning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.472817Z

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.

Observation ea4df42e-0b2c-48bc-80f7-cfbbbc0068ab · outbound

This paper cites Priority-based decision model for rehabilitation of water networks using fahp,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Priority-based decision model for rehabilitation of water networks using fahp,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.465929Z

Source-reported events for the cited work

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Observation 189084fd-7631-4e43-b7e7-fa489df36b05 · outbound

This paper cites Integrating sustainability in municipal wastew- ater infrastructure decision-analysis using the analytic hi- erarchy process,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Integrating sustainability in municipal wastew- ater infrastructure decision-analysis using the analytic hi- erarchy process,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.458540Z

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.

Observation ff0292e2-b695-44a5-80c8-aafee133b9c2 · outbound

This paper cites The bridge maintenance factors model: a pls-sem approach,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures The bridge maintenance factors model: a pls-sem approach,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.451004Z

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.

Observation 0b996ec9-2775-498c-b367-1bbfe6fc5dd3 · outbound

This paper cites Multi-criteria decision support for annual rehabilitation programmes in drinking wa- ter networks,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Multi-criteria decision support for annual rehabilitation programmes in drinking wa- ter networks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.443573Z

Source-reported events for the cited work

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Observation 483d490b-7aee-4430-8fbf-74ac581f46fd · outbound

This paper cites Preference completion: Large-scale collaborative ranking from pairwise comparisons,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Preference completion: Large-scale collaborative ranking from pairwise comparisons,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.435772Z

Source-reported events for the cited work

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Observation 99157e95-ddfb-4b49-bed5-ae9dc309ec85 · outbound

This paper cites Preference completion from partial rankings,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Preference completion from partial rankings,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.428450Z

Source-reported events for the cited work

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Observation 5b703887-1870-42c8-8c60-acada32e1b7f · outbound

This paper cites Semi-supervised learning to rank with preference regularization,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Semi-supervised learning to rank with preference regularization,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.420873Z

Source-reported events for the cited work

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Observation 7b5eddbc-8328-4145-a4e7-169bf560cffa · outbound

This paper cites Gnnrank: Learning global rankings from pairwise comparisons via directed graph neural networks,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Gnnrank: Learning global rankings from pairwise comparisons via directed graph neural networks,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.413305Z

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Observation a66fca17-8b09-495f-8074-0fcf68ec18f1 · outbound

This paper cites Order learning using partially ordered data via chainization,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Order learning using partially ordered data via chainization,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.405543Z

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Observation dc5632ff-6bdf-4d61-b53c-c613d42a69a3 · outbound

This paper cites CommRank-HFG,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures CommRank-HFG,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.397483Z

Source-reported events for the cited work

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Observation 8b91b3c8-02d3-4c66-8443-00fe73435ca8 · outbound

This paper cites Social vulnerability score: a scalable index for representing social vulnerability in virtual community resilience testbeds,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Social vulnerability score: a scalable index for representing social vulnerability in virtual community resilience testbeds,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.389763Z

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Observation 3f1a33f6-1711-4ddf-93ed-536ca7b4d360 · outbound

This paper cites Ranking Under Uncertainty.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Ranking Under Uncertainty

Reference 36

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Observation 01c65dc4-3184-4487-a8b3-323176a43df4 · outbound

This paper cites Koios: Top-k semantic overlap set search,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Koios: Top-k semantic overlap set search,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.381720Z

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.

Observation 0fe526c3-5be7-454c-9e0f-8e7aff3b5e8f · outbound

This paper cites State of what art? a call for multi- prompt llm evaluation,.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures State of what art? a call for multi- prompt llm evaluation,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:26:35.372958Z

Source-reported events for the cited work

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Observation c01e45b5-f6c3-4a54-8fc3-e4b3bfccdb2a · outbound

This paper cites POSIX: A Prompt Sensitivity Index For Large Language Models.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures POSIX: A Prompt Sensitivity Index For Large Language Models

Reference 39

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Observation 9a495d03-b4b1-4431-a6ca-2ca5360de30e · outbound

This paper cites Prompt Sentiment: The Catalyst for LLM Change.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Prompt Sentiment: The Catalyst for LLM Change

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T16:26:35.085431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cb45521-7f67-4835-b458-ef56df398585 · outbound

This paper cites Does Prompt Formatting Have Any Impact on LLM Performance?.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures Does Prompt Formatting Have Any Impact on LLM Performance?

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T16:26:35.088222Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5e10400a-e1c2-467e-bc24-ebac293ac906 · inbound

LISTEN to Your Preferences: An LLM Framework for Multi-Objective Selection cites this paper.

LISTEN to Your Preferences: An LLM Framework for Multi-Objective Selection LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T07:40:01.449078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.