Triple

T12513251
Position Surface form Disambiguated ID Type / Status
Subject A. Alfred Taubman E299132 entity
Predicate child P120 FINISHED
Object Robert S. Taubman
Robert S. Taubman is an American real estate executive best known for leading the Taubman Company, a major developer and operator of shopping malls.
E988647 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: Robert S. Taubman | Statement: [A. Alfred Taubman, child, Robert S. Taubman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert S. Taubman
Context triple: [A. Alfred Taubman, child, Robert S. Taubman]
  • A. Mortimer B. Zuckerman
    Mortimer B. Zuckerman is a Canadian-American media proprietor, real estate magnate, and philanthropist best known for owning U.S. News & World Report and developing major commercial properties.
  • B. Stanley Rubin
    Stanley Rubin was an American film and television producer known for his work on numerous Hollywood features and TV series from the 1940s through the 1980s.
  • C. Chester Greenburg
    Chester Greenburg is one of the two dim-witted best friends whose misadventures drive the stoner comedy film "Dude, Where's My Car?".
  • D. Anatole Taubman
    Anatole Taubman is a Swiss actor known for his character roles in international film and television, including a supporting part in the James Bond film "Quantum of Solace."
  • E. Arnold Schulman
    Arnold Schulman was an American screenwriter and playwright known for his work on films such as "Love with the Proper Stranger" and "A Chorus Line."
  • 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: Robert S. Taubman
Triple: [A. Alfred Taubman, child, Robert S. Taubman]
Generated description
Robert S. Taubman is an American real estate executive best known for leading the Taubman Company, a major developer and operator of shopping malls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert S. Taubman
Target entity description: Robert S. Taubman is an American real estate executive best known for leading the Taubman Company, a major developer and operator of shopping malls.
  • A. Mortimer B. Zuckerman
    Mortimer B. Zuckerman is a Canadian-American media proprietor, real estate magnate, and philanthropist best known for owning U.S. News & World Report and developing major commercial properties.
  • B. Stanley Rubin
    Stanley Rubin was an American film and television producer known for his work on numerous Hollywood features and TV series from the 1940s through the 1980s.
  • C. Chester Greenburg
    Chester Greenburg is one of the two dim-witted best friends whose misadventures drive the stoner comedy film "Dude, Where's My Car?".
  • D. Anatole Taubman
    Anatole Taubman is a Swiss actor known for his character roles in international film and television, including a supporting part in the James Bond film "Quantum of Solace."
  • E. Arnold Schulman
    Arnold Schulman was an American screenwriter and playwright known for his work on films such as "Love with the Proper Stranger" and "A Chorus Line."
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541e752c8190bf12d2b5a37b53df completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655745cec8190b5582eb4a339d501 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f6566dccc0819085e059c7b0288f6c completed May 2, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69f657aec8fc8190b3b08ccb95595958 completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 9:57 p.m.