Triple
T7420643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RDFa |
E171236
|
entity |
| Predicate | canBeProcessedBy |
P31626
|
FINISHED |
| Object |
Semantic Web agents
Semantic Web agents are software programs that automatically interpret, integrate, and act on structured web data using Semantic Web standards and ontologies.
|
E662771
|
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 agents | Statement: [RDFa, canBeProcessedBy, Semantic Web agents]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Semantic Web agents Context triple: [RDFa, canBeProcessedBy, Semantic Web agents]
-
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.
W3C Semantic Web Activity
W3C Semantic Web Activity is a World Wide Web Consortium initiative that coordinates standards, working groups, and community efforts to develop and promote the Semantic Web.
-
C.
Cool URIs for the Semantic Web
Cool URIs for the Semantic Web is a W3C note that provides best-practice guidelines on designing stable, resolvable web identifiers (URIs) for publishing and linking semantic web data.
-
D.
“A System for Representing and Using Real-World Knowledge”
“A System for Representing and Using Real-World Knowledge” is a seminal AI research paper by John McCarthy that introduces a logical framework for representing commonsense knowledge about the real world.
-
E.
OWL 2 RL
OWL 2 RL is a profile of the Web Ontology Language designed for scalable reasoning using rule-based systems, enabling efficient inference over large datasets.
- 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 agents Triple: [RDFa, canBeProcessedBy, Semantic Web agents]
Generated description
Semantic Web agents are software programs that automatically interpret, integrate, and act on structured web data using Semantic Web standards and ontologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Semantic Web agents Target entity description: Semantic Web agents are software programs that automatically interpret, integrate, and act on structured web data using Semantic Web standards and ontologies.
-
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.
W3C Semantic Web Activity
W3C Semantic Web Activity is a World Wide Web Consortium initiative that coordinates standards, working groups, and community efforts to develop and promote the Semantic Web.
-
C.
Cool URIs for the Semantic Web
Cool URIs for the Semantic Web is a W3C note that provides best-practice guidelines on designing stable, resolvable web identifiers (URIs) for publishing and linking semantic web data.
-
D.
“A System for Representing and Using Real-World Knowledge”
“A System for Representing and Using Real-World Knowledge” is a seminal AI research paper by John McCarthy that introduces a logical framework for representing commonsense knowledge about the real world.
-
E.
OWL 2 RL
OWL 2 RL is a profile of the Web Ontology Language designed for scalable reasoning using rule-based systems, enabling efficient inference over large datasets.
- F. None of above. chosen
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_69c68a625d048190af70eb8b63bec5a0 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f4ec85488190a1f7fb913e0fbe35 |
completed | March 27, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81ef7fc808190a564ab4d9d97ab37 |
completed | March 28, 2026, 6:33 p.m. |
| NEDg | Description generation | batch_69c81f9b565881909bebcc3112037f52 |
completed | March 28, 2026, 6:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8207912f4819086e99ed441bee805 |
completed | March 28, 2026, 6:39 p.m. |
Created at: March 27, 2026, 3:11 p.m.