Triple

T2419086
Position Surface form Disambiguated ID Type / Status
Subject Gérard Huet E52376 entity
Predicate employer P7 FINISHED
Object INRIA
INRIA is the French national research institute dedicated to computer science and applied mathematics, known for its leading contributions to digital science and technology.
 E265286 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: INRIA | Statement: [Gérard Huet, employer, INRIA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: INRIA
Context triple: [Gérard Huet, employer, INRIA]
  • A. Centre National de la Recherche Scientifique
    The Centre National de la Recherche Scientifique (CNRS) is France’s largest governmental research organization, renowned for its multidisciplinary scientific research across fields ranging from physics and biology to the humanities.
  • B. University of Grenoble
    The University of Grenoble was a historic French higher education institution in Grenoble known for its strong programs in the humanities and sciences before being reorganized into several successor universities.
  • C. Institut Polytechnique de Paris
    Institut Polytechnique de Paris is a French public institution of higher education and research that groups several elite engineering and science schools into a single world-class technological university cluster.
  • D. ESIEE Paris
    ESIEE Paris is a French engineering school known for its strong programs in electronics, computer science, and related technologies.
  • E. Université Côte d’Azur
    Université Côte d’Azur is a French public research university based in the French Riviera region, known for its interdisciplinary programs and strong emphasis on innovation and international collaboration.
  • 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: INRIA
Triple: [Gérard Huet, employer, INRIA]
Generated description
INRIA is the French national research institute dedicated to computer science and applied mathematics, known for its leading contributions to digital science and technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: INRIA
Target entity description: INRIA is the French national research institute dedicated to computer science and applied mathematics, known for its leading contributions to digital science and technology.
  • A. Centre National de la Recherche Scientifique
    The Centre National de la Recherche Scientifique (CNRS) is France’s largest governmental research organization, renowned for its multidisciplinary scientific research across fields ranging from physics and biology to the humanities.
  • B. University of Grenoble
    The University of Grenoble was a historic French higher education institution in Grenoble known for its strong programs in the humanities and sciences before being reorganized into several successor universities.
  • C. Institut Polytechnique de Paris
    Institut Polytechnique de Paris is a French public institution of higher education and research that groups several elite engineering and science schools into a single world-class technological university cluster.
  • D. ESIEE Paris
    ESIEE Paris is a French engineering school known for its strong programs in electronics, computer science, and related technologies.
  • E. Université Côte d’Azur
    Université Côte d’Azur is a French public research university based in the French Riviera region, known for its interdisciplinary programs and strong emphasis on innovation and international collaboration.
  • 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_69ab495622948190bc6bc6e4cddaf645 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc96e1b3881909de57501b5d4099a completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf5397508190b755e522060041c0 completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec3cf3d8881908d0e5d72f625634c completed March 9, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_69aec488a4448190b2e9bf40a0fea5ee completed March 9, 2026, 1 p.m.
Created at: March 6, 2026, 9:42 p.m.