Triple

T445951
Position Surface form Disambiguated ID Type / Status
Subject Pantheon Books E7019 entity
Predicate notableEditor P1932 FINISHED
Object André Schiffrin
André Schiffrin was a prominent French-American publisher and intellectual known for his influential leadership at Pantheon Books and his critiques of corporate control in the publishing industry.
E58307 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: André Schiffrin | Statement: [Pantheon Books, notableEditor, André Schiffrin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: André Schiffrin
Context triple: [Pantheon Books, notableEditor, André Schiffrin]
  • A. Bennett Cerf
    Bennett Cerf was an American publisher, humorist, and co-founder of the publishing house Random House, known for popularizing many major 20th-century authors.
  • B. Jon Postel
    Jon Postel was an American computer scientist and early Internet pioneer best known for overseeing key Internet protocols and numbering systems, helping shape the modern Internet’s technical foundations.
  • C. Phillip Berman
    Phillip Berman is a writer best known for coauthoring the spiritual and philosophical work "Reason for Hope: A Spiritual Journey" with primatologist Jane Goodall.
  • D. Sidney Verba
    Sidney Verba was a prominent American political scientist renowned for his pioneering work on political participation, comparative politics, and civic culture.
  • E. Philip Handler
    Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
  • 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: André Schiffrin
Triple: [Pantheon Books, notableEditor, André Schiffrin]
Generated description
André Schiffrin was a prominent French-American publisher and intellectual known for his influential leadership at Pantheon Books and his critiques of corporate control in the publishing industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: André Schiffrin
Target entity description: André Schiffrin was a prominent French-American publisher and intellectual known for his influential leadership at Pantheon Books and his critiques of corporate control in the publishing industry.
  • A. Bennett Cerf
    Bennett Cerf was an American publisher, humorist, and co-founder of the publishing house Random House, known for popularizing many major 20th-century authors.
  • B. Jon Postel
    Jon Postel was an American computer scientist and early Internet pioneer best known for overseeing key Internet protocols and numbering systems, helping shape the modern Internet’s technical foundations.
  • C. Phillip Berman
    Phillip Berman is a writer best known for coauthoring the spiritual and philosophical work "Reason for Hope: A Spiritual Journey" with primatologist Jane Goodall.
  • D. Sidney Verba
    Sidney Verba was a prominent American political scientist renowned for his pioneering work on political participation, comparative politics, and civic culture.
  • E. Philip Handler
    Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
  • 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_69a2e7e4676c81909ea0dbdecac0687c completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef479ec08190a659eead6eb0d4d0 completed Feb. 28, 2026, 1:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4529020888190952a8e8665f501c6 completed March 1, 2026, 2:52 p.m.
NEDg Description generation batch_69a455253cc0819084d9cf850917aa1d completed March 1, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_69a4557af088819099e7f35f507f8a6c completed March 1, 2026, 3:04 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.