Triple

T3393600
Position Surface form Disambiguated ID Type / Status
Subject Arthur J. Goldberg E71474 entity
Predicate spouse P13 FINISHED
Object Dorothy Kurgans Goldberg
Dorothy Kurgans Goldberg was an American artist, writer, and civic activist known for her work in education, civil rights, and public service.
E354890 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: Dorothy Kurgans Goldberg | Statement: [Arthur J. Goldberg, spouse, Dorothy Kurgans Goldberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dorothy Kurgans Goldberg
Context triple: [Arthur J. Goldberg, spouse, Dorothy Kurgans Goldberg]
  • A. Dorothy Herzka
    Dorothy Herzka is an American art professional best known as the wife and longtime partner of pop artist Roy Lichtenstein, with whom she was deeply involved in the contemporary art world.
  • B. Dorothy Goetz
    Dorothy Goetz was the first wife of American composer Irving Berlin, remembered largely for her brief marriage and early death, which deeply influenced his later work.
  • C. Margaret Shenberg
    Margaret Shenberg was the first wife of influential Hollywood film producer and studio executive Louis B. Mayer.
  • D. Ruth Kobart
    Ruth Kobart was an American character actress known for her work on stage, film, and television, including roles in Broadway productions and various TV series.
  • E. Ellen Philips Katz
    Ellen Philips Katz is an American woman best known as the former wife of billionaire investor and Blackstone co-founder Stephen A. Schwarzman.
  • 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: Dorothy Kurgans Goldberg
Triple: [Arthur J. Goldberg, spouse, Dorothy Kurgans Goldberg]
Generated description
Dorothy Kurgans Goldberg was an American artist, writer, and civic activist known for her work in education, civil rights, and public service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dorothy Kurgans Goldberg
Target entity description: Dorothy Kurgans Goldberg was an American artist, writer, and civic activist known for her work in education, civil rights, and public service.
  • A. Dorothy Herzka
    Dorothy Herzka is an American art professional best known as the wife and longtime partner of pop artist Roy Lichtenstein, with whom she was deeply involved in the contemporary art world.
  • B. Dorothy Goetz
    Dorothy Goetz was the first wife of American composer Irving Berlin, remembered largely for her brief marriage and early death, which deeply influenced his later work.
  • C. Margaret Shenberg
    Margaret Shenberg was the first wife of influential Hollywood film producer and studio executive Louis B. Mayer.
  • D. Ruth Kobart
    Ruth Kobart was an American character actress known for her work on stage, film, and television, including roles in Broadway productions and various TV series.
  • E. Ellen Philips Katz
    Ellen Philips Katz is an American woman best known as the former wife of billionaire investor and Blackstone co-founder Stephen A. Schwarzman.
  • 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_69ad85a9c4a88190a854019341cb3b60 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb853746c8190bfa1447e6ebbefb3 completed March 8, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bc8a75c8190ab4f652272d33576 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e46b2b48190aedee8dabf5285bd completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc0b830819082b50ebd14b6490b completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:14 p.m.