Triple

T13535223
Position Surface form Disambiguated ID Type / Status
Subject Robert Brenner E323241 entity
Predicate academicAdvisor P167 FINISHED
Object Robert Brenner is associated with the UCLA history department (advisor details not widely documented)
Robert Brenner is an American historian and professor at UCLA known for his influential work on early modern European history, agrarian class structures, and the origins of capitalism.
E1046581 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: Robert Brenner is associated with the UCLA history department (advisor details not widely documented) | Statement: [Robert Brenner, academicAdvisor, Robert Brenner is associated with the UCLA history department (advisor details not widely documented)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Brenner is associated with the UCLA history department (advisor details not widely documented)
Context triple: [Robert Brenner, academicAdvisor, Robert Brenner is associated with the UCLA history department (advisor details not widely documented)]
  • A. Department of History, University of California, Berkeley
    The Department of History at the University of California, Berkeley is a leading academic department renowned for its influential scholarship and teaching across a wide range of historical fields and periods.
  • B. Department of Sociology, University of California, Berkeley
    The Department of Sociology at the University of California, Berkeley is a leading academic department renowned for its influential research and teaching in sociological theory, methods, and diverse social issues.
  • C. Department of History, Stanford University
    The Department of History at Stanford University is a leading academic unit renowned for its research and teaching on global, American, and interdisciplinary historical studies.
  • D. Department of Anthropology at the University of California, Berkeley
    The Department of Anthropology at the University of California, Berkeley is a leading academic center for anthropological research and education, renowned for its influential scholarship across cultural, archaeological, biological, and linguistic anthropology.
  • E. Department of Economics, University of California, Berkeley
    The Department of Economics at the University of California, Berkeley is a leading academic center for economic research and education, renowned for its influential faculty, rigorous programs, and significant contributions to economic theory and policy.
  • 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: Robert Brenner is associated with the UCLA history department (advisor details not widely documented)
Triple: [Robert Brenner, academicAdvisor, Robert Brenner is associated with the UCLA history department (advisor details not widely documented)]
Generated description
Robert Brenner is an American historian and professor at UCLA known for his influential work on early modern European history, agrarian class structures, and the origins of capitalism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Brenner is associated with the UCLA history department (advisor details not widely documented)
Target entity description: Robert Brenner is an American historian and professor at UCLA known for his influential work on early modern European history, agrarian class structures, and the origins of capitalism.
  • A. Department of History, University of California, Berkeley
    The Department of History at the University of California, Berkeley is a leading academic department renowned for its influential scholarship and teaching across a wide range of historical fields and periods.
  • B. Department of Sociology, University of California, Berkeley
    The Department of Sociology at the University of California, Berkeley is a leading academic department renowned for its influential research and teaching in sociological theory, methods, and diverse social issues.
  • C. Department of History, Stanford University
    The Department of History at Stanford University is a leading academic unit renowned for its research and teaching on global, American, and interdisciplinary historical studies.
  • D. Department of Anthropology at the University of California, Berkeley
    The Department of Anthropology at the University of California, Berkeley is a leading academic center for anthropological research and education, renowned for its influential scholarship across cultural, archaeological, biological, and linguistic anthropology.
  • E. Department of Economics, University of California, Berkeley
    The Department of Economics at the University of California, Berkeley is a leading academic center for economic research and education, renowned for its influential faculty, rigorous programs, and significant contributions to economic theory and policy.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbcad2881909fb7490311807f75 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d9a448c81908fa57a909a9097f7 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75e7d8970819092116ae7a769ac21 completed May 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69f75f35c6008190b88e14feddb93a1d completed May 3, 2026, 2:44 p.m.
Created at: April 9, 2026, 9:44 p.m.