Paper Citation Record · LEDGER

Ontology Enabled Hybrid Modeling and Simulation

As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2506.12290.

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

pith.paper-citation-record.v1
2506.12290 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:57:57.229912Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

45 of 45 outbound references displayed

verified exact16
verified fuzzy13
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4acad9e8-e61e-4bf5-8472-c10655e95cac · outbound

This paper cites an unresolved cited work.

Ontology Enabled Hybrid Modeling and Simulation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:57:58.125292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7462345d-1abd-44fb-a64b-2f5894828fc8 · outbound

This paper cites an unresolved cited work.

Ontology Enabled Hybrid Modeling and Simulation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:57:58.047591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1043deb9-64a7-4562-9c6d-bd4718f20967 · outbound

This paper cites Validation relates the simulation to the conceptual model, modeling question, reference model, and the assumptions as axioms, captured in the referential ontology.

Ontology Enabled Hybrid Modeling and Simulation Validation relates the simulation to the conceptual model, modeling question, reference model, and the assumptions as axioms, captured in the referential ontology

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:58.038214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9494abf-5d1d-4be8-9301-cb0c26239b4a · outbound

This paper cites 4.3 Use Case: Artificial Societies for Policy Support The third example uses artificial societies to provide a variety of options for better policy support (Clemen et al.

Ontology Enabled Hybrid Modeling and Simulation 4.3 Use Case: Artificial Societies for Policy Support The third example uses artificial societies to provide a variety of options for better policy support (Clemen et al

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:58.028018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8ab775a9-6fb3-483e-a0a6-51e5cd353901 · outbound

This paper cites While many current publications focus on the use of LLMs to construct ontologies, the idea to use ontologies to inform LLMs better is a topic of growing interest.

Ontology Enabled Hybrid Modeling and Simulation While many current publications focus on the use of LLMs to construct ontologies, the idea to use ontologies to inform LLMs better is a topic of growing interest

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:57.916193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ac43d43-17cb-47c1-9175-389294b5c853 · outbound

This paper cites 2020), and aligning with the goals of D3FEND (Kaloroumakis and Smith.

Ontology Enabled Hybrid Modeling and Simulation 2020), and aligning with the goals of D3FEND (Kaloroumakis and Smith

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:57.906035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d06ee56e-58fe-4ca9-8fb5-f268f5133e6f · outbound

This paper cites an unresolved cited work.

Ontology Enabled Hybrid Modeling and Simulation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:57:57.895402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6382407a-6e36-44aa-b150-147c10ca2ce2 · outbound

This paper cites Technical report, Univeristy of Helsinki, InterOP Network of Excellence-Contract no.: IST-508.

Ontology Enabled Hybrid Modeling and Simulation Technical report, Univeristy of Helsinki, InterOP Network of Excellence-Contract no.: IST-508

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:57.884729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e7cfd12a-4f27-48b7-bb82-a0d955af83dd · outbound

This paper cites Creating artificial societies for policy decision support: a research agenda and call to action.

Ontology Enabled Hybrid Modeling and Simulation Creating artificial societies for policy decision support: a research agenda and call to action

Reference 21

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.406059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bf5af840-fef2-4285-923c-a8c3ac55e3c2 · outbound

This paper cites Error Propagation Mitigation in Sliding Window Decoding of Braided Convolutional Codes.

Ontology Enabled Hybrid Modeling and Simulation Error Propagation Mitigation in Sliding Window Decoding of Braided Convolutional Codes

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:57.150588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d44d531f-3789-4ca2-9c27-e6656d9dba62 · outbound

This paper cites Epistemic and normative aspects of ontologies in modelling and simulation.

Ontology Enabled Hybrid Modeling and Simulation Epistemic and normative aspects of ontologies in modelling and simulation

Reference 24

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.384614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d6ca806e-3350-4735-bfd9-3ae40e81c120 · outbound

This paper cites The Common Core Ontologies.

Ontology Enabled Hybrid Modeling and Simulation The Common Core Ontologies

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:57.161765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0ac09a7-a2c9-41ef-b1ab-1b179e3391b7 · outbound

This paper cites Transformation of semantic knowledge into simulation-based decision support.

Ontology Enabled Hybrid Modeling and Simulation Transformation of semantic knowledge into simulation-based decision support

Reference 26

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T00:57:57.823048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2823f3e0-d49d-46ab-ab79-9956a38b8c73 · outbound

This paper cites Ontologies and simulation: a practical approach.

Ontology Enabled Hybrid Modeling and Simulation Ontologies and simulation: a practical approach

Reference 28

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.364061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 52d869f1-6f6a-4973-899b-b2c25f7207bd · outbound

This paper cites Purpose and benefits of hybrid simulation: contributing to the convergence of its definition.

Ontology Enabled Hybrid Modeling and Simulation Purpose and benefits of hybrid simulation: contributing to the convergence of its definition

Reference 29

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T00:57:57.731740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0fa99028-c771-435a-bb09-2990001cd1f9 · outbound

This paper cites Ontologies in the era of large language models -– a perspective.

Ontology Enabled Hybrid Modeling and Simulation Ontologies in the era of large language models -– a perspective

Reference 30

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.353805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation abb1ee24-7118-44d9-a175-747b3d4474c2 · outbound

This paper cites BFO: Basic formal ontology.

Ontology Enabled Hybrid Modeling and Simulation BFO: Basic formal ontology

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:57.185504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee770d7c-289a-42a1-b4cf-f3cbc51989e7 · outbound

This paper cites A semantic approach to mapping the Provenance Ontology to Basic Formal Ontology.

Ontology Enabled Hybrid Modeling and Simulation A semantic approach to mapping the Provenance Ontology to Basic Formal Ontology

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:57.189387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1451066-a2b8-42a7-9502-48152627f298 · outbound

This paper cites Hybrid conceptual modeling for simulation: an ontology approach during COVID-19.

Ontology Enabled Hybrid Modeling and Simulation Hybrid conceptual modeling for simulation: an ontology approach during COVID-19

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:57.195974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7330be58-9fb3-4c6b-b614-32831c0ed564 · outbound

This paper cites Human simulation and sustainability: Ontological, epistemological, and ethical reflections.

Ontology Enabled Hybrid Modeling and Simulation Human simulation and sustainability: Ontological, epistemological, and ethical reflections

Reference 36

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.310637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7966e41e-c61c-4720-b3e7-71f3d616df38 · outbound

This paper cites DeMO: An ontology for discrete-event modeling and simulation.

Ontology Enabled Hybrid Modeling and Simulation DeMO: An ontology for discrete-event modeling and simulation

Reference 37

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.300287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6c9b786b-692b-4a01-aaad-38e948f81be4 · outbound

This paper cites The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration.

Ontology Enabled Hybrid Modeling and Simulation The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:57.205528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61833a11-7ff2-40c1-b9a6-7b588a3375b3 · outbound

This paper cites The Elusiveness of Simulation Interoperability—What is Different from other Interoperability Domains?.

Ontology Enabled Hybrid Modeling and Simulation The Elusiveness of Simulation Interoperability—What is Different from other Interoperability Domains?

Reference 40

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T00:57:57.590229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 30c03481-d084-4639-86b2-82f5bdc6bd80 · outbound

This paper cites Reference modelling in support of M&S—foundations and applications.

Ontology Enabled Hybrid Modeling and Simulation Reference modelling in support of M&S—foundations and applications

Reference 41

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.273037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4e6f8b33-9eb4-4073-9a05-d58144f1e1ca · outbound

This paper cites Hybrid models as transdisciplinary research enablers.

Ontology Enabled Hybrid Modeling and Simulation Hybrid models as transdisciplinary research enablers

Reference 42

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.261813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fcfaf939-e6ca-44b9-bc0e-6e7101f2f68e · outbound

This paper cites Recommending Attack Patterns for Software Requirements Document.

Ontology Enabled Hybrid Modeling and Simulation Recommending Attack Patterns for Software Requirements Document

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:57.874758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8b037210-7486-41bc-9ce2-bee417f3301a · outbound

This paper cites Using meta-level ontology relations to measure conceptual alignment and interoperability of simulation models.

Ontology Enabled Hybrid Modeling and Simulation Using meta-level ontology relations to measure conceptual alignment and interoperability of simulation models

Reference 45

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T00:57:57.524207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 01367954-4129-42e1-9c96-dcb78bdfb469 · outbound

This paper cites Interoperability.

Ontology Enabled Hybrid Modeling and Simulation Interoperability

Reference 1996

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:57.864737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bc935033-565d-4023-a025-dd76a73337d0 · outbound

This paper cites 2018), enabling machines to parse, validate, and enforce simulation PREPRINT – To Be Published in the 2025 Winter Simula=on Conference Proceedings specifications.

Ontology Enabled Hybrid Modeling and Simulation 2018), enabling machines to parse, validate, and enforce simulation PREPRINT – To Be Published in the 2025 Winter Simula=on Conference Proceedings specifications

Reference 2004

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:58.067443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bef2ee47-f0de-47a5-ac16-b00047dc2a6c · outbound

This paper cites 2022), to defense and intelligence (Wade and Martell 2024).

Ontology Enabled Hybrid Modeling and Simulation 2022), to defense and intelligence (Wade and Martell 2024)

Reference 2007

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:58.095703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 56894e63-eba7-45c7-9c7e-174c939a1221 · outbound

This paper cites an unresolved cited work.

Ontology Enabled Hybrid Modeling and Simulation Unresolved cited work

Reference 2008

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:57:58.076722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 146b9eff-58f4-45d4-b971-1c807ea31c51 · outbound

This paper cites Recent years have witnessed significant improvements in the standardization of ontology development, computational support, and deployment strategies.

Ontology Enabled Hybrid Modeling and Simulation Recent years have witnessed significant improvements in the standardization of ontology development, computational support, and deployment strategies

Reference 2011

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:58.105419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b930e818-3745-4878-9f76-00390989086c · outbound

This paper cites Applying Semantic Web technologies for efficient preparation of simulation studies in manufacturing.

Ontology Enabled Hybrid Modeling and Simulation Applying Semantic Web technologies for efficient preparation of simulation studies in manufacturing

Reference 2012

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.320961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2e7a5902-c6bd-4214-8428-dbebccde2dc1 · outbound

This paper cites Interoperability, composability, and their implications for distributed simulation: Towards mathematical foundations of simulation interoperability.

Ontology Enabled Hybrid Modeling and Simulation Interoperability, composability, and their implications for distributed simulation: Towards mathematical foundations of simulation interoperability

Reference 2013

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.283241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4acbd1f9-3ae6-46a7-9eee-66be3d8a65a2 · outbound

This paper cites Multi-method modelling: AnyLogic.

Ontology Enabled Hybrid Modeling and Simulation Multi-method modelling: AnyLogic

Reference 2014

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.426357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8bae27f1-1909-40d7-b20c-fb5af2a28704 · outbound

This paper cites Fishwick and Miller (2004) are among the first to show possible applications of ontology methods.

Ontology Enabled Hybrid Modeling and Simulation Fishwick and Miller (2004) are among the first to show possible applications of ontology methods

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:58.115272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c7e6cfec-e866-4afb-9771-3d2daeb0d88c · outbound

This paper cites Cambridge University Press https: //doi.org/10.1017/9781139025355.

Ontology Enabled Hybrid Modeling and Simulation Cambridge University Press https: //doi.org/10.1017/9781139025355

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:57.127999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e40a2748-d9db-489d-a0c2-f290cb6e02e9 · outbound

This paper cites In Validating RDF Data, Synthesis Lectures on Data, Semantics, and Knowledge.

Ontology Enabled Hybrid Modeling and Simulation In Validating RDF Data, Synthesis Lectures on Data, Semantics, and Knowledge

Reference 2018

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.395807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6bc6fd94-ea01-4c62-a6e1-24345d2b54bf · outbound

This paper cites Ontologies for Industry 4.0.

Ontology Enabled Hybrid Modeling and Simulation Ontologies for Industry 4.0

Reference 2019

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.374460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 64b0c934-25c6-4dd1-a0e0-a9174d0cbd0c · outbound

This paper cites Which resources are assigned to emergency zones after a flood event?.

Ontology Enabled Hybrid Modeling and Simulation Which resources are assigned to emergency zones after a flood event?

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:58.086146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e76f31ab-34b3-4af3-936e-9088feb8b475 · outbound

This paper cites as necessarily having material parts from domain ontologies that represent targets more flexibly, by encoding these semantic differences explicitly, even if the same label.

Ontology Enabled Hybrid Modeling and Simulation as necessarily having material parts from domain ontologies that represent targets more flexibly, by encoding these semantic differences explicitly, even if the same label

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:58.057579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0bcfe3b7-d12b-4c29-9e30-fa2a6c5eed27 · outbound

This paper cites Ontology development is consensus creation, not (merely) representation.

Ontology Enabled Hybrid Modeling and Simulation Ontology development is consensus creation, not (merely) representation

Reference 2022

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.343892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0f49d821-77f6-4386-9cfb-fadaed6375dc · outbound

This paper cites Modeling nationalism, religiosity, and threat perception: During´ the COVID-19 pandemic.

Ontology Enabled Hybrid Modeling and Simulation Modeling nationalism, religiosity, and threat perception: During´ the COVID-19 pandemic

Reference 2023

Resolution: verified exact; doi, observed 2026-08-07T00:57:57.416252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c75e5289-d53a-4c63-8a18-2c8876da7ab1 · outbound

This paper cites Middle Architecture Criteria.

Ontology Enabled Hybrid Modeling and Simulation Middle Architecture Criteria

Reference 2024

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:57:57.854691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9d94608a-43c0-429f-b163-cae647292902 · outbound

This paper cites an unresolved cited work.

Ontology Enabled Hybrid Modeling and Simulation Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:57:58.017927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.