Triple

T16779012
Position Surface form Disambiguated ID Type / Status
Subject Lewis Rothschild E407806 entity
Predicate employer P7 FINISHED
Object President Andrew Shepherd
President Andrew Shepherd is the fictional widowed U.S. president portrayed by Michael Douglas in the 1995 romantic comedy-drama film "The American President."
E1233758 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: President Andrew Shepherd | Statement: [Lewis Rothschild, employer, President Andrew Shepherd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: President Andrew Shepherd
Context triple: [Lewis Rothschild, employer, President Andrew Shepherd]
  • A. President Aaron Kimball
    President Aaron Kimball is a prominent political leader in the Fallout: New Vegas universe, serving as the head of the New California Republic during its expansion into the Mojave Wasteland.
  • B. President Conrad Dalton
    President Conrad Dalton is a fictional U.S. president on the television series "Madam Secretary," known for his close professional and personal relationship with Secretary of State Elizabeth McCord and his affair with his chief of staff Nadine Tolliver.
  • C. President Trevor Potter
    President Trevor Potter is a prominent American lawyer and former Federal Election Commission chairman known for his leadership in campaign finance reform and advocacy for transparent, accountable elections.
  • D. President James Foster
    President James Foster is a fictional U.S. president and overprotective father of the protagonist in the romantic comedy film "Chasing Liberty."
  • E. President Jordan Lyman
    President Jordan Lyman is the fictional U.S. president at the center of the political thriller "Seven Days in May," who faces an attempted military coup against his administration.
  • 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: President Andrew Shepherd
Triple: [Lewis Rothschild, employer, President Andrew Shepherd]
Generated description
President Andrew Shepherd is the fictional widowed U.S. president portrayed by Michael Douglas in the 1995 romantic comedy-drama film "The American President."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: President Andrew Shepherd
Target entity description: President Andrew Shepherd is the fictional widowed U.S. president portrayed by Michael Douglas in the 1995 romantic comedy-drama film "The American President."
  • A. President Aaron Kimball
    President Aaron Kimball is a prominent political leader in the Fallout: New Vegas universe, serving as the head of the New California Republic during its expansion into the Mojave Wasteland.
  • B. President Conrad Dalton
    President Conrad Dalton is a fictional U.S. president on the television series "Madam Secretary," known for his close professional and personal relationship with Secretary of State Elizabeth McCord and his affair with his chief of staff Nadine Tolliver.
  • C. President Trevor Potter
    President Trevor Potter is a prominent American lawyer and former Federal Election Commission chairman known for his leadership in campaign finance reform and advocacy for transparent, accountable elections.
  • D. President James Foster
    President James Foster is a fictional U.S. president and overprotective father of the protagonist in the romantic comedy film "Chasing Liberty."
  • E. President Jordan Lyman
    President Jordan Lyman is the fictional U.S. president at the center of the political thriller "Seven Days in May," who faces an attempted military coup against his administration.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b21401b881909bbbc7382e851a90 completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab00cf708190a2562fa14d72a4df completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00ad66a9a88190983eee72f9d23e37 completed May 10, 2026, 4:08 p.m.
NED2 Entity disambiguation (via description) batch_6a00addf7674819084f5755c2dacc741 completed May 10, 2026, 4:10 p.m.
Created at: April 10, 2026, 5:22 a.m.