Triple

T12071467
Position Surface form Disambiguated ID Type / Status
Subject Manès Sperber E287434 entity
Predicate familyName P18 FINISHED
Object Sperber
Sperber is a surname most notably associated with Manès Sperber, an Austrian-French novelist, essayist, and psychologist known for his writings on totalitarianism and moral responsibility.
 E967388 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: Sperber | Statement: [Manès Sperber, familyName, Sperber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sperber
Context triple: [Manès Sperber, familyName, Sperber]
  • A. Thagard
    Thagard is the surname of Norman E. Thagard, an American physician, former NASA astronaut, and the first American to fly on a Russian spacecraft.
  • B. Jakobson
    Jakobson is a surname most prominently associated with Roman Jakobson, a pioneering linguist and literary theorist known for his work in structuralism and communication theory.
  • C. Chatman
    Chatman is the surname of Pokey Chatman, an American basketball coach known for her success in women's college and professional basketball.
  • D. Geach
    Geach is the surname of Peter Geach, a prominent 20th-century British analytic philosopher known for his work in logic and the philosophy of language.
  • E. Leacock-Pennebaker
    Leacock-Pennebaker was a pioneering American documentary film production company known for its influential cinéma vérité works in the 1960s.
  • 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: Sperber
Triple: [Manès Sperber, familyName, Sperber]
Generated description
Sperber is a surname most notably associated with Manès Sperber, an Austrian-French novelist, essayist, and psychologist known for his writings on totalitarianism and moral responsibility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sperber
Target entity description: Sperber is a surname most notably associated with Manès Sperber, an Austrian-French novelist, essayist, and psychologist known for his writings on totalitarianism and moral responsibility.
  • A. Thagard
    Thagard is the surname of Norman E. Thagard, an American physician, former NASA astronaut, and the first American to fly on a Russian spacecraft.
  • B. Jakobson
    Jakobson is a surname most prominently associated with Roman Jakobson, a pioneering linguist and literary theorist known for his work in structuralism and communication theory.
  • C. Chatman
    Chatman is the surname of Pokey Chatman, an American basketball coach known for her success in women's college and professional basketball.
  • D. Geach
    Geach is the surname of Peter Geach, a prominent 20th-century British analytic philosopher known for his work in logic and the philosophy of language.
  • E. Leacock-Pennebaker
    Leacock-Pennebaker was a pioneering American documentary film production company known for its influential cinéma vérité works in the 1960s.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9045a507081909070ea37173d6f97 completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f65ccc788190942e16c56f2a495f completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f60335285c819089f69472b2e48130 completed May 2, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f60410ce0481908b2deb7522a3ec00 completed May 2, 2026, 2:02 p.m.
Created at: April 8, 2026, 9:48 p.m.