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.