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Paper Citation Record · LEDGER

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations

As of 20 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2505.06608.

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

pith.paper-citation-record.v1
2505.06608 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:44:19.332387Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

48 of 48 outbound references displayed

  • verified exact1
  • verified fuzzy31
  • unresolved14
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a359e453-e1c3-4a11-b621-56f7ec9587b0 · outbound

This paper cites GPT-4 Technical Report.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations GPT-4 Technical Report

Reference 1

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Source-reported events for the cited work

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Observation 640cd2d8-f638-46e7-8114-a547a6ae0c37 · outbound

This paper cites OptiMUS: Optimization Modeling Using MIP Solvers and large language models.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations OptiMUS: Optimization Modeling Using MIP Solvers and large language models

Reference 2

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source=pdf_text observed=2026-08-15T22:44:19.093237Z digest=sha256:3fd32e2a80bc98fd8ff8f2b33c5564a55ba80a59a174acbeac66a59a6d11bf7d

Observation 396d2a60-4e1b-4414-b450-14d4cb6b34de · outbound

This paper cites Conflict graphs in solving integer pro- gramming problems.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Conflict graphs in solving integer pro- gramming problems

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e69d3a89-2c34-4d83-967c-da813fca0a52 · outbound

This paper cites Con- strained optimization of objective functions determined from random forests.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Con- strained optimization of objective functions determined from random forests

Reference 4

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no resolver link, observed 2026-08-15T22:44:19.105133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:44:19.105133Z digest=sha256:209b335fd658a5701cca99aed61bd7739cd9978618f81963d4c21648a2a4fb9e

Observation 3ee43293-dd11-4150-ad2d-5ca94cc4f041 · outbound

This paper cites Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Reference 5

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source=pdf_text observed=2026-08-15T22:44:19.110748Z digest=sha256:5da33b0370c7e28d2504843abbc14a2e875991920d1bf8e6c3900412c8a86b6e

Observation 8cf1589c-4369-4a7a-a715-b3304be49d6a · outbound

This paper cites Cutting planes for integer programs with general integer variables.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Cutting planes for integer programs with general integer variables

Reference 6

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raw_fallback, observed 2026-08-15T22:44:20.312878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.117041Z digest=sha256:532214ff8c4fa1f13e1f0d332ebc03b61ac4f175bc0c1c680156dbb9c92894f2

Observation 6b414ddf-326e-421d-ba5b-884c79fcb8a9 · outbound

This paper cites Large language models for the automated analysis of optimization algorithms.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Large language models for the automated analysis of optimization algorithms

Reference 7

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raw_fallback, observed 2026-08-15T22:44:20.295923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.122852Z digest=sha256:a695fb975b600262b9cc8138960d0f8e6a0190c1d93ecee0329798a941daa686

Observation 15b79051-9025-4102-923c-e7f7b9dc725a · outbound

This paper cites Dispatching through pricing: modeling ride-sharing and designing dynamic prices.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Dispatching through pricing: modeling ride-sharing and designing dynamic prices

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-15T22:44:20.280100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.129079Z digest=sha256:5a1fa6b256f6899179d86e6c0fe65b3cc28e49cf9b727403395c25929c043ab3

Observation e37680c9-0aca-483e-ab0b-6e1b764b9dae · outbound

This paper cites Real-time spatial–intertemporal pricing and relocation in a ride- hailing network: Near-optimal policies and the value of dynamic pricing.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Real-time spatial–intertemporal pricing and relocation in a ride- hailing network: Near-optimal policies and the value of dynamic pricing

Reference 9

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raw_fallback, observed 2026-08-15T22:44:20.264287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.133720Z digest=sha256:8bd8cc47158f4f0291b11ad412058631f2899e3220ca6441870b914a626fd0c8

Observation 4bb861c6-3c84-413b-97d5-5d6d0327d675 · outbound

This paper cites Joint relocation and pricing in electric car-sharing systems.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Joint relocation and pricing in electric car-sharing systems

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.138242Z digest=sha256:93917b919fa1c2e6a481186578be6cccef0ad0e1fc72bda91b3f927d87be6bc1

Observation a7a7c5ca-7e4b-4ad2-8ee0-81c5f982b3af · outbound

This paper cites Innovative approaches for electric vehicles relocation in sharing systems.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Innovative approaches for electric vehicles relocation in sharing systems

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.142743Z digest=sha256:1872b07e5a1da4b9c0ad49d3cee6abdbfb0b9966ffc8ce53fb53b2c8dbed8ef7

Observation c8f0dfb2-beb2-4507-89b8-a7ef6d585ca6 · outbound

This paper cites Innovative ap- proaches for electric vehicles relocation in sharing sys- tems.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Innovative ap- proaches for electric vehicles relocation in sharing sys- tems

Reference 12

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raw_fallback, observed 2026-08-15T22:44:20.218586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.147775Z digest=sha256:3cf11e8bebbd751d22ddae143292bc97422479917753fcf124c4e6174cd4f003

Observation 55afc67f-e8b3-4ef3-90c1-747e11a4d5b0 · outbound

This paper cites Outline of an algorithm for integer solutions to linear programs and an algorithm for the mixed integer problem.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Outline of an algorithm for integer solutions to linear programs and an algorithm for the mixed integer problem

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.152525Z digest=sha256:88dccf73b68ae1afe961b73725b65265c7e6ad486ef88e2999c9845bea37f91d

Observation 022b56e1-41eb-4cd0-a5fb-7cf8bd6fd2c2 · outbound

This paper cites Robust vehicle pre-allocation with uncertain covariates.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Robust vehicle pre-allocation with uncertain covariates

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-15T22:44:20.186997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.156985Z digest=sha256:df8b3ca60200e1dbca91ba2bb99c234870caab1284fd85cf7369c0d289bfaaba

Observation 03f88146-8f08-4650-b000-9d90adf9bf98 · outbound

This paper cites Hasija, Z.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Hasija, Z

Reference 15

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raw_fallback, observed 2026-08-15T22:44:20.169247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.161601Z digest=sha256:a29d8a669f3a68b9d3f81941fe55717c78927bcffa67432dfc04b158725c5ac8

Observation c46e3ec2-2fd2-42f2-afc2-9bceb7aa2b01 · outbound

This paper cites Can large language models understand real-world complex instructions? In Proceedings of the AAAI Conference on Artificial Intelligence , volume 38, pages 18188–18196, 2024.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Can large language models understand real-world complex instructions? In Proceedings of the AAAI Conference on Artificial Intelligence , volume 38, pages 18188–18196, 2024

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.166211Z digest=sha256:f225f35d27905eba9845e70429fcd896bae5f9189daf358d6c3e45c92efe3c16

Observation 3a19194c-b9db-467c-90ae-909b26b5f18c · outbound

This paper cites Introduction to operations research.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Introduction to operations research

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.170767Z digest=sha256:6b4fdbd1f5d12133c14136d8c4ff883101d2fadd830bc06c4c86caf0a39e7830

Observation 0644f99b-f779-4a74-8365-40dab81a18ad · outbound

This paper cites Orlm: A customizable framework in train- ing large models for automated optimization modeling.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Orlm: A customizable framework in train- ing large models for automated optimization modeling

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.176381Z digest=sha256:aa97c9a7ed1be67f130a724123d3b5d6de48886fe9960b4606f6c8782b187094

Observation 87738fa5-2955-4823-bcb2-424db09c4915 · outbound

This paper cites When Large Language Model Meets Optimization.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations When Large Language Model Meets Optimization

Reference 19

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T22:44:19.181647Z digest=sha256:c5c778df3fcf00af2bed24d5a1002284f973ae34e5651db4cdc6c7b296130cbc

Observation 42a99761-bb5c-455f-89dc-f0f0dd7fcb87 · outbound

This paper cites New york city taxi trip - hourly weather data.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations New york city taxi trip - hourly weather data

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.188944Z digest=sha256:44b780aa66c9f4f6b43b4876b77185995bbffa28d41da672185e3357a40e9b26

Observation 41f3b37a-0bea-4a9b-bc2c-27e1c5cdbfc4 · outbound

This paper cites Large language models are zero-shot reasoners.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Large language models are zero-shot reasoners

Reference 21

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source=pdf_text observed=2026-08-15T22:44:19.194394Z digest=sha256:64e1aad74367fbf1cfc634b1d1f4e8685345cf87fddda7ec79532d029ad9df67

Observation 249d3547-b6c4-4bb8-bf5c-07f82c07bc38 · outbound

This paper cites Optimizing relocation cost in free-floating car-sharing systems.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Optimizing relocation cost in free-floating car-sharing systems

Reference 22

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source=pdf_text observed=2026-08-15T22:44:19.200097Z digest=sha256:42089e85bf1a1f708f6f2c32c11460feebb59c06d7b702dda1ff987705d01a11

Observation 7f1a4f0b-b526-4e49-98b7-31239eb443c3 · outbound

This paper cites Large Language Models for Supply Chain Optimization.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Large Language Models for Supply Chain Optimization

Reference 23

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source=pdf_text observed=2026-08-15T22:44:19.205120Z digest=sha256:9ab2a10604b93fafb950b3bf45545e808dc1c94e8d10a5c04a624dc24f6ebb24

Observation 074c0b6f-c555-41f8-b639-137c7753fbfe · outbound

This paper cites Synthesizing mixed-integer linear programming models from natural language descriptions.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Synthesizing mixed-integer linear programming models from natural language descriptions

Reference 24

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source=pdf_text observed=2026-08-15T22:44:19.210305Z digest=sha256:15e8e8055b3422442df23490f46ffdf3dca95beafb74b49327f48509adeb6d43

Observation 832181c5-8577-45c1-b605-46e661c70bbc · outbound

This paper cites Joint order dispatching and vehicle repositioning for dynamic ridesharing.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Joint order dispatching and vehicle repositioning for dynamic ridesharing

Reference 25

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raw_fallback, observed 2026-08-15T22:44:20.079990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4e354f9a-d1ff-40c2-b3d1-86890580751d · outbound

This paper cites Aggregation and mixed integer rounding to solve mips.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Aggregation and mixed integer rounding to solve mips

Reference 26

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raw_fallback, observed 2026-08-15T22:44:20.065800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.226232Z digest=sha256:5fce871d40a3169d79afc5a56cd426636b1421b583d9a3fb86e0385d5c79d077

Observation 42ca676e-efee-455d-8025-68ed9694fbb0 · outbound

This paper cites Using large language models to improve query- based constraint acquisition.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Using large language models to improve query- based constraint acquisition

Reference 27

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verified exact
doi, observed 2026-08-15T22:44:19.375240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.231568Z digest=sha256:240cb7d3f491f436602cbee6abfcf662a51866351e9ee67116cdeb8ff9d183f2

Observation b989d3e4-4214-4c7e-94c4-ab0061b6771d · outbound

This paper cites The Importance of Directional Feedback for LLM-based Optimizers.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations The Importance of Directional Feedback for LLM-based Optimizers

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:44:19.237061Z digest=sha256:2ea504f9c2d7459838e6ad4a07529c348b743bacb86aec70d72f5d664029eaba

Observation afbb6689-c6b7-409e-8975-14ce645b38cc · outbound

This paper cites Joint pricing and matching in ride-sharing systems.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Joint pricing and matching in ride-sharing systems

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-15T22:44:20.050983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.242187Z digest=sha256:ebbc123438165923d416626b5abe06310c5d08a5bdaf82f8a55ae0ec42bad801

Observation 149539a4-d707-4d23-8f31-cfd50d9b94aa · outbound

This paper cites Exact solutions to a carsharing pricing and relocation problem under uncertainty.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Exact solutions to a carsharing pricing and relocation problem under uncertainty

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-15T22:44:20.035748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.247092Z digest=sha256:be629469f9f90afd0cd815a9441e152a33255b6312658c427194adcd8c55b367

Observation de2fd9a3-70fe-415d-8ae2-42f91b2ca9ce · outbound

This paper cites Integrating pre- diction/estimation and optimization with applications in operations management.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Integrating pre- diction/estimation and optimization with applications in operations management

Reference 31

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raw_fallback, observed 2026-08-15T22:44:20.020584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.251903Z digest=sha256:018f1dc8fb9ddaf57e8d5135b8a5fa93c818ce7ad7733f725732b139b986f576

Observation 87a354e1-9463-4edb-8178-fb04939f62f9 · outbound

This paper cites A smart-city scope of operations management.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations A smart-city scope of operations management

Reference 32

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raw_fallback, observed 2026-08-15T22:44:20.005218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.257022Z digest=sha256:e3cd313b47629262f4072d5f38fbfb15580aede2a060806e3406162c60026c71

Observation f7eb9b35-899a-4aef-9165-24db09e3bc34 · outbound

This paper cites Optimization methods for personalizing large language models through retrieval augmentation.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Optimization methods for personalizing large language models through retrieval augmentation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:44:19.988656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.261860Z digest=sha256:7db7ce5051f454fb5078f1b343c5104a9940aad11c00e6ffd27b561687010a0a

Observation b7962562-1562-4c7c-89d6-34b063a2d874 · outbound

This paper cites Joint pricing and matching for city-scale ride- pooling.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Joint pricing and matching for city-scale ride- pooling

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:44:19.973126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.266658Z digest=sha256:41595d09b8e4f1fb2e1347f4a61baf59a6146204f7d9041902510f8598a50bfd

Observation 60b0abbf-c69b-420f-8090-7d49d887e9ed · outbound

This paper cites Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:44:19.957268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.271872Z digest=sha256:6d7c53a0f7c588da37858df42a76d3bae860291837c9c219a9877179c8ab1f0c

Observation f241b38f-5379-4f2d-aa18-02d2bee746aa · outbound

This paper cites Tlc trip record data.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Tlc trip record data

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:44:19.940592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.276769Z digest=sha256:a600bedcaed1c81ec7778c06d61c0bcd477c5a8134d6bb0eed566cf7d4111a92

Observation 343e9472-3eb3-43ef-bc32-b6f053dddfcc · outbound

This paper cites A survey of contextual optimization methods for decision- making under uncertainty.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations A survey of contextual optimization methods for decision- making under uncertainty

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:44:19.924433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.281633Z digest=sha256:5f4e0dfe8fe4f169375aab519fa66bd19aa3ff8e62875c59d6ec0124a10b952c

Observation 0be0b680-9adb-4480-a922-92f8beeb3391 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Chain-of-thought prompting elicits reasoning in large language models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T22:44:19.286576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:44:19.286576Z digest=sha256:cd629b3e71a6c9cad1420b8a19d116a4d4e707c1db0ad1ccbb937659988a91d8

Observation 5e18d890-0aab-46d8-9879-7997030ce133 · outbound

This paper cites Valid inequalities for 0–1 knapsacks and mips with generalised upper bound constraints.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Valid inequalities for 0–1 knapsacks and mips with generalised upper bound constraints

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:44:19.896367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.291913Z digest=sha256:4ba063f62ffaffafcaf012cb936e9ccc007077dbb7a4ef40ca51809f75b1373b

Observation 2c654ed1-0377-42fa-bb23-bdc39de01aa4 · outbound

This paper cites Chain-of-experts: When llms meet complex operations research problems.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Chain-of-experts: When llms meet complex operations research problems

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:44:19.877589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.297341Z digest=sha256:df40cce3cf663b975bd044a49dad5e5f4dfacdd40ccd4ae67b75345973d26815

Observation 0deb3255-412f-4c6e-bc68-f59b3a418fb0 · outbound

This paper cites Large Language Models Synergize with Automated Machine Learning.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Large Language Models Synergize with Automated Machine Learning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T22:44:19.301869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:44:19.301869Z digest=sha256:f2ac94a3675968a2b625d81e77124b67fd532f08e3390fd969f9e4bd80e9f2b7

Observation a8be6cc0-3a41-49e6-b65f-d49d58839a33 · outbound

This paper cites Electric vehicle fleet size and trip pricing for one-way carsharing services considering vehicle relocation and personnel assignment.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Electric vehicle fleet size and trip pricing for one-way carsharing services considering vehicle relocation and personnel assignment

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:44:19.855104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.306818Z digest=sha256:633567950e35d39b015f813a8e95d4b8926bb913bccacb849de3ab1cf36a4ff0

Observation 62b95d1a-d11d-468c-93c7-e34ce67aa179 · outbound

This paper cites Large Language Models as Optimizers.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Large Language Models as Optimizers

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T22:44:19.311793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:44:19.311793Z digest=sha256:07e1039d236e8400c3304493d719a07e2a937da5d7c27215adfd51fcebbc7124

Observation f2429d7a-0977-4531-98d0-b528c5fde3da · outbound

This paper cites OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T22:44:19.317100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:44:19.317100Z digest=sha256:bf565738f10ef904e979f7cb4b13ce62716b8e6aaf26909bdabd5054e1fa4f42

Observation e2025a86-5f73-4861-94ba-4866548e389b · outbound

This paper cites Future aware pricing and matching for sustainable on- demand ride pooling.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Future aware pricing and matching for sustainable on- demand ride pooling

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:44:19.838078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.322018Z digest=sha256:4e30e9899e3b13dd2dab382a890949a59121cb2c139334fdd2e71bb37d16e436

Observation 5fe7699f-66d4-438d-9d2e-ebb43ab2fcf5 · outbound

This paper cites Decision Information Meets Large Language Models: The Future of Explainable Operations Research.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Decision Information Meets Large Language Models: The Future of Explainable Operations Research

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T22:44:19.326865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:44:19.326865Z digest=sha256:d781c7a663e2965e5ebe08a1c6b2b8f02196a38ef96351b31ac86579302eb9ec

Observation 79da1f22-26b8-4295-8cec-14ff879a68e5 · outbound

This paper cites Results Similarity.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Results Similarity

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:44:19.821606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.332387Z digest=sha256:58b5ef79ab267a4254a825569f665c69d3a86734dcfc02a334c36d36330f77bf

Observation f7f592ad-c7c0-4cf8-b528-8f8eee652dce · outbound

This paper cites an unresolved cited work.

RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations Unresolved cited work

Reference 2025

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T22:44:19.640730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:44:19.221453Z digest=sha256:f6b62577e7c33c17394e9fe81837d29dd4bb0c0246b400f9095726411b88e369

Pith citing papers

No inbound Pith citation observations are available.