Paper Citation Record · LEDGER

Logic-Guided Socially-aware Robot Navigation World Model

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2510.23509.

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

pith.paper-citation-record.v1
2510.23509 v3

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:54:10.647556Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

35 of 35 outbound references displayed

verified exact0
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a5f963c-c99a-4a0c-89c7-a1c9f039c9ea · outbound

This paper cites TPO: Aligning large language models with multi-branch & multi-step preference trees,.

Logic-Guided Socially-aware Robot Navigation World Model TPO: Aligning large language models with multi-branch & multi-step preference trees,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:06.951610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe89fec9-4b2c-42a1-bb81-ab621bbb0050 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models,.

Logic-Guided Socially-aware Robot Navigation World Model Tree of thoughts: Deliberate problem solving with large language models,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:07.049328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b26db68-1187-44a8-aba8-97bc20908857 · outbound

This paper cites Natural language embedded programs for hybrid language symbolic reasoning,.

Logic-Guided Socially-aware Robot Navigation World Model Natural language embedded programs for hybrid language symbolic reasoning,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:07.208445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e975d6ce-82d6-4582-96cf-8f450cf52125 · outbound

This paper cites Lm-nav: Robotic navigation with large pre-trained models of language, vision, and action,.

Logic-Guided Socially-aware Robot Navigation World Model Lm-nav: Robotic navigation with large pre-trained models of language, vision, and action,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:07.365188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f255669-723c-44da-84c9-d0967d0864c2 · outbound

This paper cites Multimodal LLM Guided Exploration and Active Mapping using Fisher Information.

Logic-Guided Socially-aware Robot Navigation World Model Multimodal LLM Guided Exploration and Active Mapping using Fisher Information

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:07.541435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e17241ba-564c-42f9-9281-38ece5a90fc8 · outbound

This paper cites Navgpt: Explicit reasoning in vision- and-language navigation with large language models,.

Logic-Guided Socially-aware Robot Navigation World Model Navgpt: Explicit reasoning in vision- and-language navigation with large language models,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:07.676868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c14555a3-8daf-42db-838d-3ffdc0a58d06 · outbound

This paper cites Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces.

Logic-Guided Socially-aware Robot Navigation World Model Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:07.763791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d07017a-9d76-49ab-b0c3-5e2a7ba4127e · outbound

This paper cites L2r-nav: A large language model-enhanced framework for robotic navigation,.

Logic-Guided Socially-aware Robot Navigation World Model L2r-nav: A large language model-enhanced framework for robotic navigation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:07.903607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc29723-9c4d-4267-a526-c1d940f5c74f · outbound

This paper cites Language and sketching: An llm-driven interactive multimodal multitask robot navigation framework,.

Logic-Guided Socially-aware Robot Navigation World Model Language and sketching: An llm-driven interactive multimodal multitask robot navigation framework,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:08.030502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fac98ae2-74c0-4864-a788-b8c6adf37818 · outbound

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

Logic-Guided Socially-aware Robot Navigation World Model Chain-of-thought prompting elicits reasoning in large language models,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:08.157109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e44c1436-d250-4ded-b654-f62e390fb0b8 · outbound

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

Logic-Guided Socially-aware Robot Navigation World Model Large language models are zero-shot reasoners,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:08.245310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04d80d8-1bbc-41e9-97cc-52426f5b6723 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

Logic-Guided Socially-aware Robot Navigation World Model Automatic Chain of Thought Prompting in Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:08.335496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d04fb12-8107-4e6e-bcd3-b8378f3e911f · outbound

This paper cites Self-refine: Iter- ative refinement with self-feedback,.

Logic-Guided Socially-aware Robot Navigation World Model Self-refine: Iter- ative refinement with self-feedback,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:08.471673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e7d4547-ee3e-44bf-bcb9-daf6799d8750 · outbound

This paper cites Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering.

Logic-Guided Socially-aware Robot Navigation World Model Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:08.555473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 418ffeec-8785-4254-975e-cba7abe4e621 · outbound

This paper cites Graph of thoughts: Solving elaborate problems with large language models,.

Logic-Guided Socially-aware Robot Navigation World Model Graph of thoughts: Solving elaborate problems with large language models,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:08.651374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c96c83e-d494-4c51-81dc-a6798576f167 · outbound

This paper cites Deductive verification of chain-of-thought reasoning,.

Logic-Guided Socially-aware Robot Navigation World Model Deductive verification of chain-of-thought reasoning,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:08.755618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fa3ef87-aebe-42b7-9771-3b3e10d9fd4d · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

Logic-Guided Socially-aware Robot Navigation World Model Multimodal Chain-of-Thought Reasoning in Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:08.862155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff89cde8-a962-4eb3-8924-45c1159c837a · outbound

This paper cites Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies,.

Logic-Guided Socially-aware Robot Navigation World Model Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:08.954754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5668b347-32c7-437c-8cbc-42d38a4ae09e · outbound

This paper cites Skeleton-of- thought: Prompting llms for efficient parallel generation,.

Logic-Guided Socially-aware Robot Navigation World Model Skeleton-of- thought: Prompting llms for efficient parallel generation,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:09.063055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 870e82b6-3cad-420d-98c5-439f1251ea03 · outbound

This paper cites Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature Attributions.

Logic-Guided Socially-aware Robot Navigation World Model Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature Attributions

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:09.160946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4df3d74a-cd04-44c1-8d22-21d741ef3e55 · outbound

This paper cites World models for math story problems,.

Logic-Guided Socially-aware Robot Navigation World Model World models for math story problems,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:09.295191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67b34b59-63a3-4828-9e7f-37e69683c039 · outbound

This paper cites Towards general natural language understanding with probabilistic worldbuilding,.

Logic-Guided Socially-aware Robot Navigation World Model Towards general natural language understanding with probabilistic worldbuilding,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:09.435828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 792fc392-4521-4bca-aeac-c3c10fb93562 · outbound

This paper cites Language models meet world models: Embodied experiences enhance language models,.

Logic-Guided Socially-aware Robot Navigation World Model Language models meet world models: Embodied experiences enhance language models,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:09.533638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab0c4bd2-a710-44fb-9714-d8c7094d9da5 · outbound

This paper cites Using Large Language Model to Solve and Explain Physics Word Problems Approaching Human Level.

Logic-Guided Socially-aware Robot Navigation World Model Using Large Language Model to Solve and Explain Physics Word Problems Approaching Human Level

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:09.669751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e84a9268-9976-4b6d-9a1f-69f0799b5dcf · outbound

This paper cites From task structures to world models: what do llms know?.

Logic-Guided Socially-aware Robot Navigation World Model From task structures to world models: what do llms know?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:09.739347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56dd3d73-4996-4cb3-b7ef-2433a70727f6 · outbound

This paper cites Reasoning with language model is planning with world model,.

Logic-Guided Socially-aware Robot Navigation World Model Reasoning with language model is planning with world model,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:09.841495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d852d2df-d120-44e6-9769-d353f194dc31 · outbound

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

Logic-Guided Socially-aware Robot Navigation World Model Chain-of-thought prompting elicits reasoning in large language models,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:09.970653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d64be2d-b731-4bdc-8835-d0475856bd23 · outbound

This paper cites Solving olympiad geometry without human demonstrations,.

Logic-Guided Socially-aware Robot Navigation World Model Solving olympiad geometry without human demonstrations,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:10.058039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 684930c7-864a-443f-aea2-8a793bd8eb6a · outbound

This paper cites Faithful logical reasoning via symbolic chain-of-thought,.

Logic-Guided Socially-aware Robot Navigation World Model Faithful logical reasoning via symbolic chain-of-thought,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:10.132015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cf2d2a0-22cb-45c7-99ca-fbf4b52904ce · outbound

This paper cites MathGAP: Out-of-distribution evaluation on problems with arbitrarily complex proofs,.

Logic-Guided Socially-aware Robot Navigation World Model MathGAP: Out-of-distribution evaluation on problems with arbitrarily complex proofs,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:10.206597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a45bbbcd-978d-4833-8a01-36f402b37164 · outbound

This paper cites Untersuchungen über das logische schließen. i,.

Logic-Guided Socially-aware Robot Navigation World Model Untersuchungen über das logische schließen. i,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:10.295711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf85116d-7544-4114-9412-de3b3caf9d05 · outbound

This paper cites The Llama 3 Herd of Models.

Logic-Guided Socially-aware Robot Navigation World Model The Llama 3 Herd of Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:10.373577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3d9c457-ec3e-4097-90d7-48067ba8f254 · outbound

This paper cites DeepSeek-V3 Technical Report.

Logic-Guided Socially-aware Robot Navigation World Model DeepSeek-V3 Technical Report

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:10.479915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bda1b610-0fcf-444f-a14d-ae37cc9544dc · outbound

This paper cites GPT-4 Technical Report.

Logic-Guided Socially-aware Robot Navigation World Model GPT-4 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:10.576938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7fd58bf-69b8-4dc2-8806-86faa68a3617 · outbound

This paper cites Navistar: Socially aware robot navigation with hybrid spatio-temporal graph transformer and preference learning,.

Logic-Guided Socially-aware Robot Navigation World Model Navistar: Socially aware robot navigation with hybrid spatio-temporal graph transformer and preference learning,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:10.647556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.