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Paper Citation Record · LEDGER

Neurosymbolic Graph Enrichment for Grounded World Models

As of 14 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 1 inbound Pith citation observation for arXiv:2411.12671.

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

pith.paper-citation-record.v1
2411.12671 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:19:51.512226Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:41:09.194333Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T15:41:09.365892Z

Reference resolution

70 of 70 outbound references displayed

  • verified exact1
  • verified fuzzy63
  • unresolved6
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b01307c0-6102-4605-8a3e-4caf6ced4079 · outbound

This paper cites LLM-assisted knowledge graph engineering: Experiments with ChatGPT,.

Neurosymbolic Graph Enrichment for Grounded World Models LLM-assisted knowledge graph engineering: Experiments with ChatGPT,

Reference 1

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation c5d04287-0524-42d3-b910-8e248df7d447 · outbound

This paper cites Identifying motifs for evaluating open knowledge extraction on the Web,.

Neurosymbolic Graph Enrichment for Grounded World Models Identifying motifs for evaluating open knowledge extraction on the Web,

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation ff7eee2c-cb5a-4f02-adce-2c846116ed8d · outbound

This paper cites LLMs for knowledge graph construction and reasoning: Recent capabilities and future opportunities,.

Neurosymbolic Graph Enrichment for Grounded World Models LLMs for knowledge graph construction and reasoning: Recent capabilities and future opportunities,

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation d8c2fb0e-6f7f-4838-8aa8-6db39fc3083b · outbound

This paper cites Knowledge graph-augmented lan- guage models for complex question answering,.

Neurosymbolic Graph Enrichment for Grounded World Models Knowledge graph-augmented lan- guage models for complex question answering,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.952640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 489fe77a-5d9b-4348-978f-cc73a0ecbd44 · outbound

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

Neurosymbolic Graph Enrichment for Grounded World Models From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

Resolution
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no resolver link, observed 2026-08-12T17:19:50.892842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 731a7723-011b-4e28-acbe-597a5fdd0d05 · outbound

This paper cites KG-BERT: BERT for Knowledge Graph Completion.

Neurosymbolic Graph Enrichment for Grounded World Models KG-BERT: BERT for Knowledge Graph Completion

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T17:19:50.899082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation cf8e6680-2cac-4356-a23a-7624cdeb2cdb · outbound

This paper cites Utilizing textual information in knowledge graph embedding: A survey of methods and applications,.

Neurosymbolic Graph Enrichment for Grounded World Models Utilizing textual information in knowledge graph embedding: A survey of methods and applications,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.923799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation df623ce8-9e9d-4169-97e0-0391b950d143 · outbound

This paper cites Preface for the International Work- shop on Knowledge Graph Generation from Text,.

Neurosymbolic Graph Enrichment for Grounded World Models Preface for the International Work- shop on Knowledge Graph Generation from Text,

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8ffcdb8f-f274-43b2-92ce-a3e10dc67062 · outbound

This paper cites Oops!(ontology pitfall scanner!): An on-line tool for ontology evalua- tion,.

Neurosymbolic Graph Enrichment for Grounded World Models Oops!(ontology pitfall scanner!): An on-line tool for ontology evalua- tion,

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 939bb096-23ba-4deb-b68c-475d1ea390fc · outbound

This paper cites NeOn-GPT: A Large Language Model-Powered Pipeline for Ontology Learning,.

Neurosymbolic Graph Enrichment for Grounded World Models NeOn-GPT: A Large Language Model-Powered Pipeline for Ontology Learning,

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8e2cd951-3627-4709-bc69-57a2da0fbf95 · outbound

This paper cites HermiT: an OWL 2 reasoner,.

Neurosymbolic Graph Enrichment for Grounded World Models HermiT: an OWL 2 reasoner,

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 86e5b48b-eca5-4081-9242-d5a76ceebece · outbound

This paper cites Serving DBpedia with DOLCE–more than just adding a cherry on top,.

Neurosymbolic Graph Enrichment for Grounded World Models Serving DBpedia with DOLCE–more than just adding a cherry on top,

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation d29cc8e2-aeee-48c2-ab90-1603eccd2046 · outbound

This paper cites One SPRING to rule them both: Symmetric AMR semantic parsing and generation without a com- plex pipeline,.

Neurosymbolic Graph Enrichment for Grounded World Models One SPRING to rule them both: Symmetric AMR semantic parsing and generation without a com- plex pipeline,

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 737b37c0-d2a1-4e1c-8bb1-53d2b5dbd390 · outbound

This paper cites Scalable Zero-shot Entity Linking with Dense Entity Retrieval.

Neurosymbolic Graph Enrichment for Grounded World Models Scalable Zero-shot Entity Linking with Dense Entity Retrieval

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T17:19:50.967002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e032ec3c-ed79-4669-b4b2-b23a38374ac6 · outbound

This paper cites AMR2FRED, a tool for translating abstract meaning representation to motif-based linguistic knowledge graphs,.

Neurosymbolic Graph Enrichment for Grounded World Models AMR2FRED, a tool for translating abstract meaning representation to motif-based linguistic knowledge graphs,

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 45b54158-97b2-4d18-a5e3-b0b9a01352e5 · outbound

This paper cites Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incor- porating Knowledge Graph Information,.

Neurosymbolic Graph Enrichment for Grounded World Models Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incor- porating Knowledge Graph Information,

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation ad6b0065-e446-4b38-9bd3-1c42225a54d6 · outbound

This paper cites Is neuro-symbolic ai meeting its promises in natural language processing? a structured re- view,.

Neurosymbolic Graph Enrichment for Grounded World Models Is neuro-symbolic ai meeting its promises in natural language processing? a structured re- view,

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 328fc059-be23-4c31-8c58-f821a1ed246f · outbound

This paper cites The third ai summer: AAAI robert s. engelmore memorial lecture,.

Neurosymbolic Graph Enrichment for Grounded World Models The third ai summer: AAAI robert s. engelmore memorial lecture,

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8dd41828-2ea2-4135-b0d9-6e606722b6ca · outbound

This paper cites Framester: A wide coverage linguistic linked data hub,.

Neurosymbolic Graph Enrichment for Grounded World Models Framester: A wide coverage linguistic linked data hub,

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 257333f7-6ff1-42ba-a867-ecf656d2462f · outbound

This paper cites Symbolic logic meets machine learning: A brief survey in infinite domains,.

Neurosymbolic Graph Enrichment for Grounded World Models Symbolic logic meets machine learning: A brief survey in infinite domains,

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 374a6a5e-7a89-4dbf-b465-73d1571a029e · outbound

This paper cites Neural-symbolic learning and reasoning: A survey 30 and interpretation 1,.

Neurosymbolic Graph Enrichment for Grounded World Models Neural-symbolic learning and reasoning: A survey 30 and interpretation 1,

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8976bf53-a0fc-459b-9ab2-b3428ec586df · outbound

This paper cites Neurosymbolic AI: The 3rd wave,.

Neurosymbolic Graph Enrichment for Grounded World Models Neurosymbolic AI: The 3rd wave,

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 00aff43c-c583-46aa-8a20-b12aa3aa557e · outbound

This paper cites Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective.

Neurosymbolic Graph Enrichment for Grounded World Models Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective

Reference 23

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 176e8a6e-bdf1-461d-bd30-bff323b6b904 · outbound

This paper cites Neuro-symbolic ar- tificial intelligence,.

Neurosymbolic Graph Enrichment for Grounded World Models Neuro-symbolic ar- tificial intelligence,

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e79ec81f-a526-4448-a145-80c3d052b2e8 · outbound

This paper cites Learning to activate logic rules for textual reasoning,.

Neurosymbolic Graph Enrichment for Grounded World Models Learning to activate logic rules for textual reasoning,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.348919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation c642ba17-9b26-4bd5-968f-b43766520eab · outbound

This paper cites A survey on neural- symbolic learning systems,.

Neurosymbolic Graph Enrichment for Grounded World Models A survey on neural- symbolic learning systems,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.312077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 0a700670-c14a-497e-b9d0-27cbe8c3c186 · outbound

This paper cites Neural, symbolic and neural-symbolic reasoning on knowledge graphs,.

Neurosymbolic Graph Enrichment for Grounded World Models Neural, symbolic and neural-symbolic reasoning on knowledge graphs,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.276269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 22cbd113-7265-42b2-a4a6-dc4eeb81ea5b · outbound

This paper cites What’s in a concept: structural foundations for se- mantic networks,.

Neurosymbolic Graph Enrichment for Grounded World Models What’s in a concept: structural foundations for se- mantic networks,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.252066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e4e60b3e-0d0a-42a7-a3a1-6691327da760 · outbound

This paper cites A framework for representing knowledge,.

Neurosymbolic Graph Enrichment for Grounded World Models A framework for representing knowledge,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.219957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 81cb4dd9-02c7-4aba-bbc4-53c97d50ac13 · outbound

This paper cites Frame semantics,.

Neurosymbolic Graph Enrichment for Grounded World Models Frame semantics,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.182874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 2a6b6609-e2ad-4b6f-b6ad-34df3c34bb97 · outbound

This paper cites Neurosymbolic Methods for Dynamic Knowledge Graphs.

Neurosymbolic Graph Enrichment for Grounded World Models Neurosymbolic Methods for Dynamic Knowledge Graphs

Reference 31

Resolution
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no resolver link, observed 2026-08-12T17:19:51.151974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:19:51.151974Z digest=sha256:e4d8c3586defe50f8202c677f1c67dfa6a78feb4e7d62b222f3dd734f7a6caa4

Observation 013bba6a-1138-453f-9c57-cc9730e26b74 · outbound

This paper cites Closing the Loop between knowledge patterns in cogni- tion and the Semantic Web,.

Neurosymbolic Graph Enrichment for Grounded World Models Closing the Loop between knowledge patterns in cogni- tion and the Semantic Web,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.152444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation a01e41cc-474f-4b11-b62b-6fd271e60c05 · outbound

This paper cites WordNet: An electronic lexical database,.

Neurosymbolic Graph Enrichment for Grounded World Models WordNet: An electronic lexical database,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.113857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 438ca7d6-ec60-42a8-b013-c27c2ea78939 · outbound

This paper cites VerbNet: A broad-coverage, comprehensive verb lexi- con,.

Neurosymbolic Graph Enrichment for Grounded World Models VerbNet: A broad-coverage, comprehensive verb lexi- con,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.082386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.172473Z digest=sha256:e5217aa9d04e3e9bf2f5b92e905d24864d9c79de23bde3ff1c417ae1deeb5a9b

Observation 7bc7c194-fbf4-425c-8e56-fb5399c66a4c · outbound

This paper cites Amnestic Forgery: An Ontology of Conceptual Metaphors,.

Neurosymbolic Graph Enrichment for Grounded World Models Amnestic Forgery: An Ontology of Conceptual Metaphors,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.036900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.178999Z digest=sha256:8e05e7fd0bc09ecee542aac90772022bb73a25030ab0935d470105fe194e2891

Observation ac884c4a-dd46-41ef-be57-5fb07d2a360f · outbound

This paper cites Imageschemanet: Formal- izing embodied commonsense knowledge providing an imageschematic layer to framester,.

Neurosymbolic Graph Enrichment for Grounded World Models Imageschemanet: Formal- izing embodied commonsense knowledge providing an imageschematic layer to framester,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:53.008551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.189609Z digest=sha256:6fe6d979729a122b307671fee9a8adcd3965b084e4f7130564b43fdd26eb290d

Observation b14ac989-5ab3-4eba-a94a-3f4a820a945d · outbound

This paper cites BabelNet: Building a very large multilin- gual semantic network,.

Neurosymbolic Graph Enrichment for Grounded World Models BabelNet: Building a very large multilin- gual semantic network,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.983381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.202344Z digest=sha256:d2e7ece0fc8ddf7b3e27555fa13f8a8eceec7f3c0079e23c62cfdb101ad25082

Observation b939f15c-e471-48b4-b0c7-bba60e812767 · outbound

This paper cites Dbpedia: A nucleus for a web of open data,.

Neurosymbolic Graph Enrichment for Grounded World Models Dbpedia: A nucleus for a web of open data,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.961076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.211880Z digest=sha256:62c789506b9adfadd8716075eb6244807895ae5b20e6e83a67489fbba106ca29

Observation 2db89c55-67c8-4d4b-abdb-087ffec59070 · outbound

This paper cites Yago: a core of seman- tic knowledge,.

Neurosymbolic Graph Enrichment for Grounded World Models Yago: a core of seman- tic knowledge,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.939874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.219637Z digest=sha256:5d54b57f188428c77ea5c101cb8a90b209c99e611333e5e10e5c97db0f04e371

Observation cc766170-3c95-4b60-ac39-6577046aed6f · outbound

This paper cites Sweetening wordnet with dolce,.

Neurosymbolic Graph Enrichment for Grounded World Models Sweetening wordnet with dolce,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.895028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.228982Z digest=sha256:18034bce829fb5cc1a03e4503403ea6ccc90350ca5239c710f0f38b2a89dcd0b

Observation 77fec279-e14b-400e-88fb-aa6746fca680 · outbound

This paper cites Unifying large language models and knowledge graphs: A roadmap,.

Neurosymbolic Graph Enrichment for Grounded World Models Unifying large language models and knowledge graphs: A roadmap,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.865162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.241773Z digest=sha256:1547e4abdc6f89897d9deb5086e57bb57295e527cc775051e10940fd2144bf1d

Observation c77db916-fde6-404b-a739-5e2a99d44f17 · outbound

This paper cites Semantic web machine reading with FRED,.

Neurosymbolic Graph Enrichment for Grounded World Models Semantic web machine reading with FRED,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.837696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.267212Z digest=sha256:05e8e01134c7426227904425fee77b6b2b57fc3d1fb27ca918ca000bdccfb311

Observation f98c214f-aa08-47dc-aa74-ca3b5dfb7c7c · outbound

This paper cites The berkeley framenet project,.

Neurosymbolic Graph Enrichment for Grounded World Models The berkeley framenet project,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.805423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.273402Z digest=sha256:c86da2695cc0381b012f5eb88dacf070a3734dcb03ccdf3f5c0c7ea2bfab7fa0

Observation e83fa77d-68bb-4b82-adec-a02a73ce7b2b · outbound

This paper cites From TreeBank to PropBank,.

Neurosymbolic Graph Enrichment for Grounded World Models From TreeBank to PropBank,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.765017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.280131Z digest=sha256:8322576351a28ebdf272051e2f297890b2b140c4d59c8fe773d5a865eb160e23

Observation d6bd0177-c125-4839-844a-0aa5155bf306 · outbound

This paper cites Presupposition: What went wrong?,.

Neurosymbolic Graph Enrichment for Grounded World Models Presupposition: What went wrong?,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.722091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.285545Z digest=sha256:90a27a42001a3b797422b11d02dd2a235aabe7e2020e1efef0db5ed0fcd0efeb

Observation 0e3b0efd-aec3-4567-b7fe-b4583f93259c · outbound

This paper cites On sense and reference,.

Neurosymbolic Graph Enrichment for Grounded World Models On sense and reference,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.692472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.295432Z digest=sha256:e420c2bc46e908c4c33458665938d71c122db1063b8cfb5c7f4a36d2b26ba430

Observation 3cf00063-4078-484c-8093-e9a0d011dc98 · outbound

This paper cites On referring,.

Neurosymbolic Graph Enrichment for Grounded World Models On referring,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.657830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.301624Z digest=sha256:faf70e0caa86cce7b906751061769ad0a6fccbbe6e4a008bd04a60ead1f743ec

Observation f8361d8a-123e-480b-8391-5cdd159d04f8 · outbound

This paper cites Logic and conversation,.

Neurosymbolic Graph Enrichment for Grounded World Models Logic and conversation,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.617718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.312762Z digest=sha256:cf24fd323a89c3ee6d39a81d94d0789dd28dc5dcdfb13b720e8b105f3e5da9a8

Observation 5a75f900-9eb8-433b-99bd-acaa2cf2fce1 · outbound

This paper cites Presumptive meanings: The theory of generalized con- versational implicature,.

Neurosymbolic Graph Enrichment for Grounded World Models Presumptive meanings: The theory of generalized con- versational implicature,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.581316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.320053Z digest=sha256:a7d8581b7631350279747c629aee3f5b9e68796a9b14b65a240606ca24f3e0b9

Observation 2fa3268f-6368-4082-9eda-85400c553023 · outbound

This paper cites Article commentary: Judgment and decision making: A personal view,.

Neurosymbolic Graph Enrichment for Grounded World Models Article commentary: Judgment and decision making: A personal view,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.536029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.329237Z digest=sha256:3c18a10d49fdd0b96e0739458b69e16aeb03f7e6f1d5be0408b8a9043d5f3ec8

Observation 4350e322-516b-4f00-ae32-e44d7167fde1 · outbound

This paper cites The Body in the Mind: The Bodily Basis of Meaning, Imagination, and Reason,.

Neurosymbolic Graph Enrichment for Grounded World Models The Body in the Mind: The Bodily Basis of Meaning, Imagination, and Reason,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.499902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.338717Z digest=sha256:8cf3994d565417f153f35c9755e93e0bdf0eb914ad405690b5fab67c2ce336bd

Observation 8b21e744-1ccd-4d06-b840-a3e65f1569ff · outbound

This paper cites Metaphors we live by,.

Neurosymbolic Graph Enrichment for Grounded World Models Metaphors we live by,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.475818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.347098Z digest=sha256:0dd49bd0e2f8621274d942f0105a422fffd6b41d732899ca08cb4b3d8197378b

Observation 35966585-6561-4f95-818d-0cf31d9daf3e · outbound

This paper cites Philosophy in the flesh: The embodied mind and its challenge to western thought,.

Neurosymbolic Graph Enrichment for Grounded World Models Philosophy in the flesh: The embodied mind and its challenge to western thought,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.442533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.355329Z digest=sha256:e173b3d5293b903b82bc47014c434d1a4b99d58d4bdc512feab74ae9e992fdfb

Observation 41badd60-29cb-4b14-8967-00f0f1cdc226 · outbound

This paper cites A narrative in three acts: Using combinations of image schemas to model events,.

Neurosymbolic Graph Enrichment for Grounded World Models A narrative in three acts: Using combinations of image schemas to model events,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.397618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.363729Z digest=sha256:652004c1bad98c01677897cba1bb7c6d5c39c4a3bba82adcdb9a3e91d472c1f7

Observation 82a5bb5e-d5b6-4fd8-b2af-d82c6861b442 · outbound

This paper cites Image schemas and concept invention: cognitive, log- ical, and linguistic investigations,.

Neurosymbolic Graph Enrichment for Grounded World Models Image schemas and concept invention: cognitive, log- ical, and linguistic investigations,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.349876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.374365Z digest=sha256:edf8843ddf7aee24fa6288bcc0168e4bdd5c1b9221bd2a829bebffa368195665

Observation 9713069e-1c6f-4965-add5-9854e3b4ac0e · outbound

This paper cites ChainNet: Structured Metaphor and Metonymy in WordNet.

Neurosymbolic Graph Enrichment for Grounded World Models ChainNet: Structured Metaphor and Metonymy in WordNet

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-12T17:19:51.660488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.380664Z digest=sha256:52969577f458c25a86dfcca50009f0dcd767d617639643880a8eb2c0bd90b356

Observation 8f06aef4-e384-4dc2-8911-f029dca42f76 · outbound

This paper cites Moral foundations theory: The pragmatic validity of moral pluralism,.

Neurosymbolic Graph Enrichment for Grounded World Models Moral foundations theory: The pragmatic validity of moral pluralism,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.302055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.392378Z digest=sha256:27f6f42a170e1619fa29c45e5b3f2f30a5e76367ed6c816beeadee8039dba068

Observation da8bd103-6e45-4139-a54a-d6575c49f5c3 · outbound

This paper cites The CAD triad hypothesis: a mapping between three moral emotions (contempt, anger, disgust) and three moral codes (community, autonomy, divinity),.

Neurosymbolic Graph Enrichment for Grounded World Models The CAD triad hypothesis: a mapping between three moral emotions (contempt, anger, disgust) and three moral codes (community, autonomy, divinity),

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.259186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.401114Z digest=sha256:078a98c8d8c9ef222fb8ea79ff19bef1cba5c32e7a27cece742cad8ee6db73f7

Observation a1787499-d99e-46cd-b6e0-f911f624aea2 · outbound

This paper cites Extending the cross-cultural validity of the theory of ba- sic human values with a different method of measurement,.

Neurosymbolic Graph Enrichment for Grounded World Models Extending the cross-cultural validity of the theory of ba- sic human values with a different method of measurement,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.224777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.407917Z digest=sha256:400064ccfdf44e7d7761318541be2aa80d6a8bccbe85840ea25ce29a13b34656

Observation dad74178-a58a-4aa5-8482-2fb6fd78cd80 · outbound

This paper cites Logic as semiotic: The theory of signs,.

Neurosymbolic Graph Enrichment for Grounded World Models Logic as semiotic: The theory of signs,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.190057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.414219Z digest=sha256:4c1bcdf071fd3637c39ba057c1aa29441013ef7c17cba6c81a225962a0dc7562

Observation 8846b849-e6f3-431a-abd7-d138d94fb645 · outbound

This paper cites Hamlet and his problems,.

Neurosymbolic Graph Enrichment for Grounded World Models Hamlet and his problems,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.161155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.420747Z digest=sha256:4a7d1bdcd27884ebb815214458f056cfce398f2e85180c41c2daad7ac9219d65

Observation 42e6a412-60cd-44a3-8ace-44a9e9f37092 · outbound

This paper cites Counterintuitive behavior of social systems,.

Neurosymbolic Graph Enrichment for Grounded World Models Counterintuitive behavior of social systems,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.116526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.432434Z digest=sha256:0c3eb59ac46e6a3bcea3e5286487324be535a5087f852ccf7e3b318a55eeee1f

Observation b7477803-31c4-4b9d-b372-f7fbc7e941d6 · outbound

This paper cites Text2AMR2FRED, a Tool for Transforming Text into RDF/OWL Knowledge Graphs via Abstract Meaning Representation,.

Neurosymbolic Graph Enrichment for Grounded World Models Text2AMR2FRED, a Tool for Transforming Text into RDF/OWL Knowledge Graphs via Abstract Meaning Representation,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.089416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.452657Z digest=sha256:260ccc3ffd1b21bd49c0d1e735206264878096724657214fd11c1a22eaa75437

Observation 8b8062d8-fcd6-44ee-9e71-1d35b629f7d1 · outbound

This paper cites World Models.

Neurosymbolic Graph Enrichment for Grounded World Models World Models

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-12T17:19:51.458498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:19:51.458498Z digest=sha256:5c4e5a64bc1e29c4c3f908762b1dad65e10b59704d53c79bd33ef2b53e4175ad

Observation 25600746-e1ea-43cf-a354-c10a2291ec71 · outbound

This paper cites On the unexpected abilities of large language models,.

Neurosymbolic Graph Enrichment for Grounded World Models On the unexpected abilities of large language models,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:52.044360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.466380Z digest=sha256:613a2f6c565cb33975298eeeb3b8447b153adbf88bcc5ebcd0bb4aea672cce72

Observation 7b122487-0a7f-4682-8595-26116ee09596 · outbound

This paper cites Categorial and categorical grammars,.

Neurosymbolic Graph Enrichment for Grounded World Models Categorial and categorical grammars,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:51.987043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.474252Z digest=sha256:d7b05cff32f5a3754ca250d20bc947446183cf9e35775f108a1072d4d30c2553

Observation 4fa40530-e1c0-4124-8a3e-27a611cc5e17 · outbound

This paper cites Wide-coverage semantic analysis with boxer,.

Neurosymbolic Graph Enrichment for Grounded World Models Wide-coverage semantic analysis with boxer,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:51.957043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.485701Z digest=sha256:4bcd740d37eec38de13a1e2d7e0f89a4082053a858e8e9220d3b54063d59af20

Observation 84689078-536c-47d1-a503-94ea153fc0b1 · outbound

This paper cites OWL 2: The next step for OWL,.

Neurosymbolic Graph Enrichment for Grounded World Models OWL 2: The next step for OWL,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:51.924898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.491564Z digest=sha256:5ad9e0a9b6b408af6e231a271557c3d10da2772972fa4233e55b14d6941ddd97

Observation 009c9676-37d6-4704-ab57-5e78d292f06d · outbound

This paper cites Basic human values and moral foundations theory in valuenet ontology,.

Neurosymbolic Graph Enrichment for Grounded World Models Basic human values and moral foundations theory in valuenet ontology,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:51.898603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.504055Z digest=sha256:4537e3241e03b1019849f362d90d8a9eecc6c2aa1add0045291348abafdb731f

Observation 8bcc8372-6be0-4c91-88b6-83f1dcdb98df · outbound

This paper cites Qlever: A query engine for efficient sparql+ text search,.

Neurosymbolic Graph Enrichment for Grounded World Models Qlever: A query engine for efficient sparql+ text search,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:19:51.866801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T17:19:51.512226Z digest=sha256:2a50908983923e4f835b4359d9b5725b778bcb1f9fa79703cf52fda31e9b351f

Pith citing papers

Observation 666b97f4-959b-4501-ab53-ddb158c5540e · inbound

Logic Augmented Generation cites this paper.

Logic Augmented Generation Neurosymbolic Graph Enrichment for Grounded World Models

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-12T15:41:09.371383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T15:41:09.194333Z digest=sha256:13bd4aa86a52e3308979bb94e701feb23f948a572288695c685d84d99f85322e