Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T01:25:12.975380Z
Paper Citation Record · LEDGER
ECLASS-Augmented Semantic Product Search for Electronic Components
As of 11 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2604.19664.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
28 of 28 outbound references displayed
- verified exact2
- verified fuzzy22
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch4
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b38d3fcf-1af9-4d7d-bf54-7cf69df519f7 · outbound
This paper cites Ten years of asset administration shell: Developments, research opportunities, and adoption challenges.
ECLASS-Augmented Semantic Product Search for Electronic Components Ten years of asset administration shell: Developments, research opportunities, and adoption challenges
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.654044Z
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 fe39e2f5-2d9d-4c1a-ad51-5e86fe34c3d0 · outbound
This paper cites (2026) References & cooperations.
ECLASS-Augmented Semantic Product Search for Electronic Components (2026) References & cooperations
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.668559Z
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 7390e48d-d066-4038-81b4-8464f17185b4 · outbound
This paper cites (2026) Technical specification.
ECLASS-Augmented Semantic Product Search for Electronic Components (2026) Technical specification
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.657573Z
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 b12a60d0-ec74-4fab-9e61-c7b2d3dc5902 · outbound
This paper cites AI agents and agentic AI–navigating a plethora of concepts for future manufacturing.
ECLASS-Augmented Semantic Product Search for Electronic Components AI agents and agentic AI–navigating a plethora of concepts for future manufacturing
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.649651Z
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 de4f2f8b-dc6d-42b2-b1db-f7da739bef5a · outbound
This paper cites STaRK: Benchmarking LLM retrieval on textual and relational knowledge bases.
ECLASS-Augmented Semantic Product Search for Electronic Components STaRK: Benchmarking LLM retrieval on textual and relational knowledge bases
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.661361Z
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 2d622476-99c1-4f8e-b501-61d83ad5ddb3 · outbound
This paper cites Okapi at TREC.
ECLASS-Augmented Semantic Product Search for Electronic Components Okapi at TREC
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.665551Z
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 28fe3397-5e17-4285-8e03-ac512d5ae409 · outbound
This paper cites ACM Trans.
ECLASS-Augmented Semantic Product Search for Electronic Components ACM Trans
Reference 8
- Resolution
- metadata mismatch
- doi, observed 2026-05-10T01:25:47.372616Z
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 3cc5bd8a-688a-421a-9aed-02da4525b316 · outbound
This paper cites Automated extraction of conditional causal rules from control narratives using logic programming and large language models.
ECLASS-Augmented Semantic Product Search for Electronic Components Automated extraction of conditional causal rules from control narratives using logic programming and large language models
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.671445Z
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 9f6d0ed8-5ce4-4c60-95bd-3765158d6cda · outbound
This paper cites Leveraging LLMs towards assistant-based support for industrial threat models.
ECLASS-Augmented Semantic Product Search for Electronic Components Leveraging LLMs towards assistant-based support for industrial threat models
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.678565Z
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 33369aad-551e-4dd4-980c-a6694d22f54a · outbound
This paper cites Leveraging large language models for robust maintenance rule extrac- tion in industrial settings.
ECLASS-Augmented Semantic Product Search for Electronic Components Leveraging large language models for robust maintenance rule extrac- tion in industrial settings
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.736329Z
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 1970251e-8146-4051-8ac4-c081386507c5 · outbound
This paper cites Why asset administration shells: A survey on uses and challenges.
ECLASS-Augmented Semantic Product Search for Electronic Components Why asset administration shells: A survey on uses and challenges
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.681855Z
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 89799695-1f5b-411e-b487-56925ae3e4d8 · outbound
This paper cites Dual data mapping with fine-tuned large language models and asset administration shells to- ward interoperable knowledge representation.
ECLASS-Augmented Semantic Product Search for Electronic Components Dual data mapping with fine-tuned large language models and asset administration shells to- ward interoperable knowledge representation
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.729725Z
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 c3406cff-72eb-47b9-b751-2ca2508a9263 · outbound
This paper cites Generation of asset administration shell with large language model agents: Toward semantic interoperability in digital twins in the context of industry 4.0.
ECLASS-Augmented Semantic Product Search for Electronic Components Generation of asset administration shell with large language model agents: Toward semantic interoperability in digital twins in the context of industry 4.0
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.722855Z
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 5f26523c-00b2-490c-83d2-f76aab84e88a · outbound
This paper cites Interoperable information modelling leveraging asset administration shell and large language model for quality control toward zero defect manufacturing.
ECLASS-Augmented Semantic Product Search for Electronic Components Interoperable information modelling leveraging asset administration shell and large language model for quality control toward zero defect manufacturing
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.675061Z
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 5adeea38-7899-4d2a-b2c4-eacf17acad4b · outbound
This paper cites Generalized embedding models for industry 4.0 applications.
ECLASS-Augmented Semantic Product Search for Electronic Components Generalized embedding models for industry 4.0 applications
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.691881Z
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 2e938d50-92f3-481a-a8c5-0d5ade9a170b · outbound
This paper cites LLMs as sparse retrievers: A framework for first-stage product search.
ECLASS-Augmented Semantic Product Search for Electronic Components LLMs as sparse retrievers: A framework for first-stage product search
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:36:07.921215Z
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 b2077d66-fe15-4179-9d29-7fe0d2be29ce · outbound
This paper cites Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval.
ECLASS-Augmented Semantic Product Search for Electronic Components Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:36:07.930868Z
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 1ea997a5-3a36-462a-81d6-c771a13abe56 · outbound
This paper cites Mod- elling the semantics of data of an asset administration shell with elements of eclass.
ECLASS-Augmented Semantic Product Search for Electronic Components Mod- elling the semantics of data of an asset administration shell with elements of eclass
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.700389Z
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 42a0b477-05fb-4532-8095-6a21ecdfb967 · outbound
This paper cites (2026) clipx ENGINEER software.
ECLASS-Augmented Semantic Product Search for Electronic Components (2026) clipx ENGINEER software
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.733160Z
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 ad047a49-ac64-41e1-b632-c00b52251720 · outbound
This paper cites Someone Hid It!.
ECLASS-Augmented Semantic Product Search for Electronic Components Someone Hid It!
Reference 21
- Resolution
- metadata mismatch
- doi, observed 2026-05-10T01:25:47.368283Z
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 53ca0796-c9d0-4756-8554-26918a834b45 · outbound
This paper cites Qwen3 technical report.
ECLASS-Augmented Semantic Product Search for Electronic Components Qwen3 technical report
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.703712Z
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 1b719f1a-67cb-4c6c-95fc-08f96a62a961 · outbound
This paper cites Qwen3 Technical Report.
ECLASS-Augmented Semantic Product Search for Electronic Components Qwen3 Technical Report
Reference 23
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T13:36:07.926155Z
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 cd769bda-5eba-4628-a5c5-d09e996efa4b · outbound
This paper cites Qwen3 embedding: Advancing text embedding and reranking through foundation models.
ECLASS-Augmented Semantic Product Search for Electronic Components Qwen3 embedding: Advancing text embedding and reranking through foundation models
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.709009Z
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 0dc4bcd7-03e2-4480-a2c1-ffddc5e7dba7 · outbound
This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.
ECLASS-Augmented Semantic Product Search for Electronic Components Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Reference 25
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T13:36:07.917815Z
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 ef198a5a-2aa0-458d-bdc0-bad1d41c48f9 · outbound
This paper cites (2026) Neo4j graph database.
ECLASS-Augmented Semantic Product Search for Electronic Components (2026) Neo4j graph database
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.712193Z
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 1bdf627f-9b6a-4e82-a5a4-7ccb897ac19e · outbound
This paper cites (2026) System card: Claude sonnet 4.6.
ECLASS-Augmented Semantic Product Search for Electronic Components (2026) System card: Claude sonnet 4.6
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.718872Z
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 d114053b-ed67-4bcf-abf2-6ff3963d04ea · outbound
This paper cites (2025) Introducing gpt-4.1 in the api.
ECLASS-Augmented Semantic Product Search for Electronic Components (2025) Introducing gpt-4.1 in the api
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.715392Z
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 b0053fb2-a078-427b-a93c-3ba9d34a23e9 · outbound
This paper cites (2025) Update to gpt-5 system card: Gpt-5.2.
ECLASS-Augmented Semantic Product Search for Electronic Components (2025) Update to gpt-5 system card: Gpt-5.2
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T09:35:33.726309Z
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.