Triple

T1667781
Position Surface form Disambiguated ID Type / Status
Subject Frankfurt School E36051 entity
Predicate hasMember P10 FINISHED
Object Leo Löwenthal
Leo Löwenthal was a German sociologist and literary critic associated with the Frankfurt School, known for his analyses of mass culture, literature, and the sociology of intellectuals.
E255460 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: Leo Löwenthal | Statement: [Frankfurt School, hasMember, Leo Löwenthal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leo Löwenthal
Context triple: [Frankfurt School, hasMember, Leo Löwenthal]
  • A. Fritz Bernstein
    Fritz Bernstein was a Zionist economist and Israeli politician who served as a member of Israel’s pre-state legislature and later as Minister of Trade and Industry.
  • B. Louis Finkelstein
    Louis Finkelstein was a prominent American Conservative rabbi and scholar who served as a long-time leader and chancellor of the Jewish Theological Seminary of America.
  • C. Leo Friedlander
    Leo Friedlander was an American sculptor known for his large-scale public monuments and architectural sculpture, particularly in the mid-20th century.
  • D. Leo Wiener
    Leo Wiener was a Polish-American linguist and scholar known for his work in Slavic languages and literature, and as the father of mathematician Norbert Wiener.
  • E. Otto Rosenfeld
    Otto Rosenfeld, better known as Otto Rank, was an influential Austrian psychoanalyst and close early collaborator of Sigmund Freud who became a pioneering theorist of creativity, will, and the psychology of birth trauma.
  • 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: Leo Löwenthal
Triple: [Frankfurt School, hasMember, Leo Löwenthal]
Generated description
Leo Löwenthal was a German sociologist and literary critic associated with the Frankfurt School, known for his analyses of mass culture, literature, and the sociology of intellectuals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leo Löwenthal
Target entity description: Leo Löwenthal was a German sociologist and literary critic associated with the Frankfurt School, known for his analyses of mass culture, literature, and the sociology of intellectuals.
  • A. Fritz Bernstein
    Fritz Bernstein was a Zionist economist and Israeli politician who served as a member of Israel’s pre-state legislature and later as Minister of Trade and Industry.
  • B. Louis Finkelstein
    Louis Finkelstein was a prominent American Conservative rabbi and scholar who served as a long-time leader and chancellor of the Jewish Theological Seminary of America.
  • C. Leo Friedlander
    Leo Friedlander was an American sculptor known for his large-scale public monuments and architectural sculpture, particularly in the mid-20th century.
  • D. Leo Wiener
    Leo Wiener was a Polish-American linguist and scholar known for his work in Slavic languages and literature, and as the father of mathematician Norbert Wiener.
  • E. Otto Rosenfeld
    Otto Rosenfeld, better known as Otto Rank, was an influential Austrian psychoanalyst and close early collaborator of Sigmund Freud who became a pioneering theorist of creativity, will, and the psychology of birth trauma.
  • 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_69a8861286808190939afff3ce8ee31e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62d1261481909a01c8fe4ff7500d completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae892409f4819094ee3acc6942d1ee completed March 9, 2026, 8:47 a.m.
NEDg Description generation batch_69ae8a34ba108190a28095bffdf84d5b completed March 9, 2026, 8:52 a.m.
NED2 Entity disambiguation (via description) batch_69ae8ad0ac288190abf618995288f9af completed March 9, 2026, 8:54 a.m.
Created at: March 4, 2026, 7:29 p.m.