Triple

T230896
Position Surface form Disambiguated ID Type / Status
Subject OWL E4407 entity
Predicate partOf P40 FINISHED
Object Semantic Web technology stack
The Semantic Web technology stack is a layered collection of standards and languages (such as RDF, RDFS, OWL, and SPARQL) designed to enable machine-readable, interoperable data and reasoning on the web.
 E29601 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Semantic Web technology stack | Statement: [OWL, partOf, Semantic Web technology stack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Semantic Web technology stack
Context triple: [OWL, partOf, Semantic Web technology stack]
  • A. Semantic Web
    The Semantic Web is an extension of the current web in which information is given well-defined meaning through standards like RDF and OWL, enabling machines to understand, share, and reason about data across different systems.
  • B. RDF
    RDF (Resource Description Framework) is a standard model for data interchange on the Web that represents information as subject–predicate–object triples to enable structured, machine-readable metadata and knowledge graphs.
  • C. OWL
    OWL (Web Ontology Language) is a W3C-recommended semantic web language used to define and share rich, machine-interpretable ontologies on the web.
  • D. Web 3.0
    Web 3.0 is the envisioned next generation of the internet characterized by decentralization, blockchain-based technologies, and user-owned data and digital assets.
  • E. SPARQL
    SPARQL is a semantic query language and protocol used to retrieve and manipulate data stored in Resource Description Framework (RDF) format on the Semantic Web.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Semantic Web technology stack
Triple: [OWL, partOf, Semantic Web technology stack]
Generated description
The Semantic Web technology stack is a layered collection of standards and languages (such as RDF, RDFS, OWL, and SPARQL) designed to enable machine-readable, interoperable data and reasoning on the web.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Semantic Web technology stack
Target entity description: The Semantic Web technology stack is a layered collection of standards and languages (such as RDF, RDFS, OWL, and SPARQL) designed to enable machine-readable, interoperable data and reasoning on the web.
  • A. Semantic Web chosen
    The Semantic Web is an extension of the current web in which information is given well-defined meaning through standards like RDF and OWL, enabling machines to understand, share, and reason about data across different systems.
  • B. RDF
    RDF (Resource Description Framework) is a standard model for data interchange on the Web that represents information as subject–predicate–object triples to enable structured, machine-readable metadata and knowledge graphs.
  • C. OWL
    OWL (Web Ontology Language) is a W3C-recommended semantic web language used to define and share rich, machine-interpretable ontologies on the web.
  • D. Web 3.0
    Web 3.0 is the envisioned next generation of the internet characterized by decentralization, blockchain-based technologies, and user-owned data and digital assets.
  • E. SPARQL
    SPARQL is a semantic query language and protocol used to retrieve and manipulate data stored in Resource Description Framework (RDF) format on the Semantic Web.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25cadae1c8190be0e8dcf33351187 completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a362bd591c8190940e6b1cd81017ae completed Feb. 28, 2026, 9:48 p.m.
NEDg Description generation batch_69a3632a55ac8190b099ae109b0c578c completed Feb. 28, 2026, 9:50 p.m.
NED2 Entity disambiguation (via description) batch_69a363911900819094af203ba2ed0e8a completed Feb. 28, 2026, 9:52 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.