Triple

T1691201
Position Surface form Disambiguated ID Type / Status
Subject Marian Shields Robinson E36551 entity
Predicate spouse P13 FINISHED
Object Fraser C. Robinson III
Fraser C. Robinson III was an American city pump operator and community figure from Chicago, best known as the father of former First Lady Michelle Obama.
 E258127 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: Fraser C. Robinson III | Statement: [Marian Shields Robinson, spouse, Fraser C. Robinson III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraser C. Robinson III
Context triple: [Marian Shields Robinson, spouse, Fraser C. Robinson III]
  • A. Nicholas F. Brady
    Nicholas F. Brady is an American investment banker and former U.S. Secretary of the Treasury known for his role in developing the "Brady Plan" to address international debt crises.
  • B. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • C. Robert P. Griffin
    Robert P. Griffin was an American Republican politician and longtime U.S. Senator from Michigan known for his work on labor and legislative reform.
  • D. Joel J. Richard
    Joel J. Richard is a film composer best known for co-scoring high-octane action movies, including entries in the John Wick franchise.
  • E. Timothy J. Roemer
    Timothy J. Roemer is an American politician and diplomat, a former U.S. congressman from Indiana who later served as U.S. Ambassador to India.
  • 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: Fraser C. Robinson III
Triple: [Marian Shields Robinson, spouse, Fraser C. Robinson III]
Generated description
Fraser C. Robinson III was an American city pump operator and community figure from Chicago, best known as the father of former First Lady Michelle Obama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fraser C. Robinson III
Target entity description: Fraser C. Robinson III was an American city pump operator and community figure from Chicago, best known as the father of former First Lady Michelle Obama.
  • A. Nicholas F. Brady
    Nicholas F. Brady is an American investment banker and former U.S. Secretary of the Treasury known for his role in developing the "Brady Plan" to address international debt crises.
  • B. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • C. Robert P. Griffin
    Robert P. Griffin was an American Republican politician and longtime U.S. Senator from Michigan known for his work on labor and legislative reform.
  • D. Joel J. Richard
    Joel J. Richard is a film composer best known for co-scoring high-octane action movies, including entries in the John Wick franchise.
  • E. Timothy J. Roemer
    Timothy J. Roemer is an American politician and diplomat, a former U.S. congressman from Indiana who later served as U.S. Ambassador to India.
  • 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_69a886151508819084fa7f1ce6e05577 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6298fa748190acabb9f1d42bd3f5 completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae95e04dc88190902f2ae5ae856b20 completed March 9, 2026, 9:41 a.m.
NEDg Description generation batch_69ae96b399608190bfa846c433612142 completed March 9, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae977aac9c8190b5fecd5fea8893fd completed March 9, 2026, 9:48 a.m.
Created at: March 4, 2026, 7:29 p.m.