Triple

T5923894
Position Surface form Disambiguated ID Type / Status
Subject OCaml E131758 entity
Predicate hasCreator P806 FINISHED
Object Xavier Leroy
Xavier Leroy is a French computer scientist best known for his work on the OCaml programming language and the formally verified CompCert C compiler.
E554873 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: Xavier Leroy | Statement: [OCaml, hasCreator, Xavier Leroy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Xavier Leroy
Context triple: [OCaml, hasCreator, Xavier Leroy]
  • A. Xavier Grobet
    Xavier Grobet is a Mexican cinematographer known for his work on both independent and mainstream films, including the romantic comedy-drama "Enough Said."
  • B. Adrien Treuille
    Adrien Treuille is a computer scientist and entrepreneur best known as the co-founder of Streamlit, an open-source framework for building data and machine learning web apps.
  • C. Bertrand Meyer
    Bertrand Meyer is a Swiss computer scientist best known for designing the Eiffel programming language and pioneering the concept of Design by Contract in software engineering.
  • D. Gary Dourdan
    Gary Dourdan is an American actor best known for playing Warrick Brown on the television series CSI: Crime Scene Investigation.
  • E. Pierre Bourne
    Pierre Bourne is an American record producer and rapper best known for his innovative, melodic trap beats and frequent collaborations with artists like Playboi Carti.
  • 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: Xavier Leroy
Triple: [OCaml, hasCreator, Xavier Leroy]
Generated description
Xavier Leroy is a French computer scientist best known for his work on the OCaml programming language and the formally verified CompCert C compiler.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Xavier Leroy
Target entity description: Xavier Leroy is a French computer scientist best known for his work on the OCaml programming language and the formally verified CompCert C compiler.
  • A. Xavier Grobet
    Xavier Grobet is a Mexican cinematographer known for his work on both independent and mainstream films, including the romantic comedy-drama "Enough Said."
  • B. Adrien Treuille
    Adrien Treuille is a computer scientist and entrepreneur best known as the co-founder of Streamlit, an open-source framework for building data and machine learning web apps.
  • C. Bertrand Meyer
    Bertrand Meyer is a Swiss computer scientist best known for designing the Eiffel programming language and pioneering the concept of Design by Contract in software engineering.
  • D. Gary Dourdan
    Gary Dourdan is an American actor best known for playing Warrick Brown on the television series CSI: Crime Scene Investigation.
  • E. Pierre Bourne
    Pierre Bourne is an American record producer and rapper best known for his innovative, melodic trap beats and frequent collaborations with artists like Playboi Carti.
  • 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_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03851189c819094524e8b5080545e completed March 22, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c0483e3481908e50f8b34b11a878 completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c1442eb48190bc67c77764116b17 completed March 23, 2026, 4:27 a.m.
NED2 Entity disambiguation (via description) batch_69c0c1c31b108190af16c66f6e8a4c25 completed March 23, 2026, 4:29 a.m.
Created at: March 22, 2026, 4 p.m.