Triple

T7356619
Position Surface form Disambiguated ID Type / Status
Subject University of Michigan Institute for Social Research E169641 entity
Predicate foundedBy P104 FINISHED
Object George Katona
George Katona was a Hungarian-American psychologist and economist known as a pioneer of behavioral economics and consumer sentiment research.
 E668183 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: George Katona | Statement: [University of Michigan Institute for Social Research, foundedBy, George Katona]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Katona
Context triple: [University of Michigan Institute for Social Research, foundedBy, George Katona]
  • A. Ralph Koltai
    Ralph Koltai was a prominent British theatre designer renowned for his innovative, sculptural stage sets that transformed post-war European theatre aesthetics.
  • B. George Tabori
    George Tabori was a Hungarian-born writer, playwright, and director known for his darkly comic and often autobiographical works that grappled with the Holocaust, exile, and identity.
  • C. Karl Kebach
    Karl Kebach was a landscape architect known for designing the park surrounding the Vorontsov Palace in Crimea.
  • D. Zhozef Kotin
    Zhozef Kotin was a prominent Soviet tank designer best known for leading the development of several heavy tanks used during World War II.
  • E. Kurt Kasznar
    Kurt Kasznar was an Austrian-American character actor known for his prolific work in mid-20th-century film, television, and theater, often portraying urbane or authoritative supporting roles.
  • 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: George Katona
Triple: [University of Michigan Institute for Social Research, foundedBy, George Katona]
Generated description
George Katona was a Hungarian-American psychologist and economist known as a pioneer of behavioral economics and consumer sentiment research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Katona
Target entity description: George Katona was a Hungarian-American psychologist and economist known as a pioneer of behavioral economics and consumer sentiment research.
  • A. Ralph Koltai
    Ralph Koltai was a prominent British theatre designer renowned for his innovative, sculptural stage sets that transformed post-war European theatre aesthetics.
  • B. George Tabori
    George Tabori was a Hungarian-born writer, playwright, and director known for his darkly comic and often autobiographical works that grappled with the Holocaust, exile, and identity.
  • C. Karl Kebach
    Karl Kebach was a landscape architect known for designing the park surrounding the Vorontsov Palace in Crimea.
  • D. Zhozef Kotin
    Zhozef Kotin was a prominent Soviet tank designer best known for leading the development of several heavy tanks used during World War II.
  • E. Kurt Kasznar
    Kurt Kasznar was an Austrian-American character actor known for his prolific work in mid-20th-century film, television, and theater, often portraying urbane or authoritative supporting roles.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f13a62e48190a2d1781a630aa9f0 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c480ef48190b588a2fffb0b1568 completed March 28, 2026, 8:38 p.m.
NEDg Description generation batch_69c83d8f29248190a944db3c8f97c547 completed March 28, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69c83e0acdd881908d6846a3a836720a completed March 28, 2026, 8:46 p.m.
Created at: March 27, 2026, 3:06 p.m.