Triple

T9592489
Position Surface form Disambiguated ID Type / Status
Subject Farrar, Straus and Giroux E231448 entity
Predicate hasPublished P80 FINISHED
Object Isabelle Stengers
Isabelle Stengers is a Belgian philosopher of science known for her work on cosmopolitics, complexity, and collaborations with thinkers such as Ilya Prigogine and Bruno Latour.
E809096 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: Isabelle Stengers | Statement: [Farrar, Straus and Giroux, hasPublished, Isabelle Stengers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isabelle Stengers
Context triple: [Farrar, Straus and Giroux, hasPublished, Isabelle Stengers]
  • A. Bruno Latour
    Bruno Latour was a French philosopher, anthropologist, and sociologist best known for his work in science and technology studies and for developing actor-network theory, which rethinks the relationships between humans, nonhumans, and scientific knowledge.
  • B. Michel Serres
    Michel Serres was a French philosopher and historian of science known for his interdisciplinary work linking science, literature, and philosophy, and for developing influential concepts about communication, networks, and complexity.
  • C. André Latour
    André Latour is a key supporting character in Alfred Hitchcock’s film "The Paradine Case," serving as the mysterious valet whose troubled relationship with the accused woman becomes central to the courtroom drama.
  • D. Sylviane Agacinski
    Sylviane Agacinski is a French philosopher and feminist theorist known for her influential work on sexual difference, gender, and ethics.
  • E. Suzanne Déchevaux-Dumesnil
    Suzanne Déchevaux-Dumesnil was a French tennis player and longtime partner and later wife of writer Samuel Beckett, known for her crucial support of his life and work.
  • 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: Isabelle Stengers
Triple: [Farrar, Straus and Giroux, hasPublished, Isabelle Stengers]
Generated description
Isabelle Stengers is a Belgian philosopher of science known for her work on cosmopolitics, complexity, and collaborations with thinkers such as Ilya Prigogine and Bruno Latour.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isabelle Stengers
Target entity description: Isabelle Stengers is a Belgian philosopher of science known for her work on cosmopolitics, complexity, and collaborations with thinkers such as Ilya Prigogine and Bruno Latour.
  • A. Bruno Latour
    Bruno Latour was a French philosopher, anthropologist, and sociologist best known for his work in science and technology studies and for developing actor-network theory, which rethinks the relationships between humans, nonhumans, and scientific knowledge.
  • B. Michel Serres
    Michel Serres was a French philosopher and historian of science known for his interdisciplinary work linking science, literature, and philosophy, and for developing influential concepts about communication, networks, and complexity.
  • C. André Latour
    André Latour is a key supporting character in Alfred Hitchcock’s film "The Paradine Case," serving as the mysterious valet whose troubled relationship with the accused woman becomes central to the courtroom drama.
  • D. Sylviane Agacinski
    Sylviane Agacinski is a French philosopher and feminist theorist known for her influential work on sexual difference, gender, and ethics.
  • E. Suzanne Déchevaux-Dumesnil
    Suzanne Déchevaux-Dumesnil was a French tennis player and longtime partner and later wife of writer Samuel Beckett, known for her crucial support of his life and work.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a11ec7081908dc580de2f369706 completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d161938e108190aea76d528f9208a2 completed April 4, 2026, 7:08 p.m.
NEDg Description generation batch_69d1624400b8819085b1c1a93cddc3f6 completed April 4, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69d162b39c888190ae71b05ee2e132a8 completed April 4, 2026, 7:12 p.m.
Created at: March 30, 2026, 8:07 p.m.