Triple

T1477312
Position Surface form Disambiguated ID Type / Status
Subject Warren E. Miller E30870 entity
Predicate associatedWith P37 FINISHED
Object University of Michigan Institute for Social Research
The University of Michigan Institute for Social Research is a leading interdisciplinary center renowned for pioneering large-scale survey research and advancing the scientific study of social behavior and public opinion.
E169641 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: University of Michigan Institute for Social Research | Statement: [Warren E. Miller, associatedWith, University of Michigan Institute for Social Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Michigan Institute for Social Research
Context triple: [Warren E. Miller, associatedWith, University of Michigan Institute for Social Research]
  • A. Institute for Social Research
    The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
  • B. University of Michigan
    The University of Michigan is a major public research university in Ann Arbor, Michigan, renowned for its strong academic programs, extensive research output, and prominent athletic tradition.
  • C. Board of Regents of the University of Michigan
    The Board of Regents of the University of Michigan is the university’s constitutionally established governing body, responsible for setting policy, overseeing finances, and guiding its overall strategic direction.
  • D. Institute for Quantitative Social Science at Harvard University
    The Institute for Quantitative Social Science at Harvard University is a research center dedicated to advancing empirical and computational methods for the study of social and political phenomena.
  • E. Western Behavioral Sciences Institute
    Western Behavioral Sciences Institute was an innovative research and training center in La Jolla, California, known for pioneering work in humanistic psychology, organizational development, and interdisciplinary social science.
  • 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: University of Michigan Institute for Social Research
Triple: [Warren E. Miller, associatedWith, University of Michigan Institute for Social Research]
Generated description
The University of Michigan Institute for Social Research is a leading interdisciplinary center renowned for pioneering large-scale survey research and advancing the scientific study of social behavior and public opinion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Michigan Institute for Social Research
Target entity description: The University of Michigan Institute for Social Research is a leading interdisciplinary center renowned for pioneering large-scale survey research and advancing the scientific study of social behavior and public opinion.
  • A. Institute for Social Research
    The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
  • B. University of Michigan
    The University of Michigan is a major public research university in Ann Arbor, Michigan, renowned for its strong academic programs, extensive research output, and prominent athletic tradition.
  • C. Board of Regents of the University of Michigan
    The Board of Regents of the University of Michigan is the university’s constitutionally established governing body, responsible for setting policy, overseeing finances, and guiding its overall strategic direction.
  • D. Institute for Quantitative Social Science at Harvard University
    The Institute for Quantitative Social Science at Harvard University is a research center dedicated to advancing empirical and computational methods for the study of social and political phenomena.
  • E. Western Behavioral Sciences Institute
    Western Behavioral Sciences Institute was an innovative research and training center in La Jolla, California, known for pioneering work in humanistic psychology, organizational development, and interdisciplinary social science.
  • 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c603f9e88190b340734709534860 completed March 1, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15add78c8190843efd75bbe8423f completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad184626f48190a15ee8bb4f9f6f7c completed March 8, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_69ad18dca6b48190a63b67a7823611c8 completed March 8, 2026, 6:36 a.m.
Created at: March 1, 2026, 8:11 p.m.