Triple

T11063580
Position Surface form Disambiguated ID Type / Status
Subject Barbara Ehrenreich E261565 entity
Predicate spouse P13 FINISHED
Object John Ehrenreich
John Ehrenreich is an American psychologist, author, and academic known for his work on social class, mental health, and critiques of U.S. social policy.
E903068 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: John Ehrenreich | Statement: [Barbara Ehrenreich, spouse, John Ehrenreich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Ehrenreich
Context triple: [Barbara Ehrenreich, spouse, John Ehrenreich]
  • A. Glenn Dobbs
    Glenn Dobbs was an American football player and coach best known as a star quarterback at Tulsa and in the AAFC before later leading the University of Tulsa’s football program.
  • B. Max Pilger
    Max Pilger is a relatively obscure individual sharing the Pilger surname, with limited publicly available biographical or professional information.
  • C. Philip Brenner
    Philip Brenner is a scholar and author known for his work on U.S. foreign policy and Latin American studies, often collaborating with historian James G. Blight.
  • D. Paul Buhle
    Paul Buhle is an American historian and editor known for his work on radical politics, labor history, and comics, often exploring the intersection of leftist movements and popular culture.
  • E. Robert Brenner
    Robert Brenner is an American historian and Marxist theorist best known for his influential work on the origins of capitalism and debates over economic development in early modern Europe.
  • 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: John Ehrenreich
Triple: [Barbara Ehrenreich, spouse, John Ehrenreich]
Generated description
John Ehrenreich is an American psychologist, author, and academic known for his work on social class, mental health, and critiques of U.S. social policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Ehrenreich
Target entity description: John Ehrenreich is an American psychologist, author, and academic known for his work on social class, mental health, and critiques of U.S. social policy.
  • A. Glenn Dobbs
    Glenn Dobbs was an American football player and coach best known as a star quarterback at Tulsa and in the AAFC before later leading the University of Tulsa’s football program.
  • B. Max Pilger
    Max Pilger is a relatively obscure individual sharing the Pilger surname, with limited publicly available biographical or professional information.
  • C. Philip Brenner
    Philip Brenner is a scholar and author known for his work on U.S. foreign policy and Latin American studies, often collaborating with historian James G. Blight.
  • D. Paul Buhle
    Paul Buhle is an American historian and editor known for his work on radical politics, labor history, and comics, often exploring the intersection of leftist movements and popular culture.
  • E. Robert Brenner
    Robert Brenner is an American historian and Marxist theorist best known for his influential work on the origins of capitalism and debates over economic development in early modern Europe.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798ed07f88190bf501d9f63386ada completed April 9, 2026, 12:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c8977f98819082dec025e92782da completed April 18, 2026, 6:08 p.m.
NEDg Description generation batch_69e3cadf271081908d2b794a4288892a completed April 18, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69e3cf1f508c81909b4ca8131b7fc9ee completed April 18, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:26 p.m.