Triple

T12516227
Position Surface form Disambiguated ID Type / Status
Subject gzip E299197 entity
Predicate developer P73 FINISHED
Object Jean-loup Gailly
Jean-loup Gailly is a French computer programmer best known as the co-creator of the gzip file compression program and the DEFLATE compression algorithm.
E989053 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: Jean-loup Gailly | Statement: [gzip, developer, Jean-loup Gailly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jean-loup Gailly
Context triple: [gzip, developer, Jean-loup Gailly]
  • A. Jean-Marie Balestre
    Jean-Marie Balestre was a French motorsport administrator best known for his controversial leadership of international auto racing governance during the late 20th century.
  • B. Jacques Tatischeff
    Jacques Tatischeff, better known as Jacques Tati, was a French filmmaker and actor celebrated for his visually driven, gently satirical comedies such as "Playtime" and "Mon Oncle."
  • C. Denys Puech
    Denys Puech was a French sculptor of the late 19th and early 20th centuries, known for his public monuments, portrait busts, and role as director of the French Academy in Rome.
  • D. Gilles Platret
    Gilles Platret is a French politician best known for serving as the long-time mayor of Chalon-sur-Saône and for his involvement in right-wing national politics.
  • E. Jacques Massu
    Jacques Massu was a prominent French army general best known for his leading role in France’s colonial wars, particularly in Algeria, where he became a central and controversial figure in the struggle over Algerian independence.
  • 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: Jean-loup Gailly
Triple: [gzip, developer, Jean-loup Gailly]
Generated description
Jean-loup Gailly is a French computer programmer best known as the co-creator of the gzip file compression program and the DEFLATE compression algorithm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jean-loup Gailly
Target entity description: Jean-loup Gailly is a French computer programmer best known as the co-creator of the gzip file compression program and the DEFLATE compression algorithm.
  • A. Jean-Marie Balestre
    Jean-Marie Balestre was a French motorsport administrator best known for his controversial leadership of international auto racing governance during the late 20th century.
  • B. Jacques Tatischeff
    Jacques Tatischeff, better known as Jacques Tati, was a French filmmaker and actor celebrated for his visually driven, gently satirical comedies such as "Playtime" and "Mon Oncle."
  • C. Denys Puech
    Denys Puech was a French sculptor of the late 19th and early 20th centuries, known for his public monuments, portrait busts, and role as director of the French Academy in Rome.
  • D. Gilles Platret
    Gilles Platret is a French politician best known for serving as the long-time mayor of Chalon-sur-Saône and for his involvement in right-wing national politics.
  • E. Jacques Massu
    Jacques Massu was a prominent French army general best known for his leading role in France’s colonial wars, particularly in Algeria, where he became a central and controversial figure in the struggle over Algerian independence.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541f80148190976d1d912fe155d0 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655745cec8190b5582eb4a339d501 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f6566dccc0819085e059c7b0288f6c completed May 2, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69f657aa1bf48190a884e0dfce31e30e completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 9:57 p.m.