Triple

T277120
Position Surface form Disambiguated ID Type / Status
Subject Herbert Marcuse E5273 entity
Predicate employer P7 FINISHED
Object 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.
E36057 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: Institute for Social Research | Statement: [Herbert Marcuse, employer, Institute for Social Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institute for Social Research
Context triple: [Herbert Marcuse, employer, Institute for Social Research]
  • A. 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.
  • B. 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.
  • C. Harvard Center for Population and Development Studies
    The Harvard Center for Population and Development Studies is a Harvard research center that investigates global population health, demographic change, and social determinants of health to inform policy and improve well-being worldwide.
  • D. Institute of Statistical Studies and Research
    The Institute of Statistical Studies and Research is a specialized academic and research center at Cairo University focused on advanced statistics, data analysis, and related quantitative disciplines.
  • E. Institute of Educational Studies
    The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.
  • 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: Institute for Social Research
Triple: [Herbert Marcuse, employer, Institute for Social Research]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institute for Social Research
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Harvard Center for Population and Development Studies
    The Harvard Center for Population and Development Studies is a Harvard research center that investigates global population health, demographic change, and social determinants of health to inform policy and improve well-being worldwide.
  • D. Institute of Statistical Studies and Research
    The Institute of Statistical Studies and Research is a specialized academic and research center at Cairo University focused on advanced statistics, data analysis, and related quantitative disciplines.
  • E. Institute of Educational Studies
    The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25ded68c88190b1fc595ce329aeb9 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a391525a7081909166884a8ea47ace completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391e734148190a56e6a07447af304 completed March 1, 2026, 1:09 a.m.
NED2 Entity disambiguation (via description) batch_69a3924ca2148190811f9d376805d0cd completed March 1, 2026, 1:11 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.