Triple

T9577313
Position Surface form Disambiguated ID Type / Status
Subject Meltzer E231076 entity
Predicate hasNotableBearer P458 FINISHED
Object François Meltzer
François Meltzer is a literary scholar and professor known for her work in comparative literature, critical theory, and religious studies.
E809217 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: François Meltzer | Statement: [Meltzer, hasNotableBearer, François Meltzer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: François Meltzer
Context triple: [Meltzer, hasNotableBearer, François Meltzer]
  • A. Jacques Levy
    Jacques Levy was an American songwriter, theater director, and psychologist best known for his lyrical collaborations with Bob Dylan in the 1970s.
  • B. Michael Waldstein
    Michael Waldstein is a Catholic theologian and scholar best known for his authoritative English translation and commentary on Pope John Paul II’s Theology of the Body.
  • C. Leon Schiller
    Leon Schiller was a prominent Polish theater and film director, critic, and theoretician, regarded as one of the key figures in 20th-century Polish performing arts.
  • D. Michael Markowitz
    Michael Markowitz is an American comedy writer best known for co-writing the hit film "Horrible Bosses."
  • E. Max Handelman
    Max Handelman is an American sportswriter, film producer, and co-founder of the production company Brownstone Productions.
  • 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: François Meltzer
Triple: [Meltzer, hasNotableBearer, François Meltzer]
Generated description
François Meltzer is a literary scholar and professor known for her work in comparative literature, critical theory, and religious studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: François Meltzer
Target entity description: François Meltzer is a literary scholar and professor known for her work in comparative literature, critical theory, and religious studies.
  • A. Jacques Levy
    Jacques Levy was an American songwriter, theater director, and psychologist best known for his lyrical collaborations with Bob Dylan in the 1970s.
  • B. Michael Waldstein
    Michael Waldstein is a Catholic theologian and scholar best known for his authoritative English translation and commentary on Pope John Paul II’s Theology of the Body.
  • C. Leon Schiller
    Leon Schiller was a prominent Polish theater and film director, critic, and theoretician, regarded as one of the key figures in 20th-century Polish performing arts.
  • D. Michael Markowitz
    Michael Markowitz is an American comedy writer best known for co-writing the hit film "Horrible Bosses."
  • E. Max Handelman
    Max Handelman is an American sportswriter, film producer, and co-founder of the production company Brownstone Productions.
  • 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_69ca848091c48190bc313d6620d09555 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99ad7d108190a0b8c975351ea727 completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d16155b3288190ac135c3a1e58cc7e completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161e6a1308190932c8386e1c24f2e completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d165a8c80081909e4d0837cbaabf95 completed April 4, 2026, 7:25 p.m.
Created at: March 30, 2026, 8:05 p.m.