Triple

T9578387
Position Surface form Disambiguated ID Type / Status
Subject Why Do Fools Fall in Love E231106 entity
Predicate cinematographer P1953 FINISHED
Object Edward J. Pei
Edward J. Pei is a film cinematographer known for his work on feature films such as the biographical drama "Why Do Fools Fall in Love."
 E809269 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: Edward J. Pei | Statement: [Why Do Fools Fall in Love, cinematographer, Edward J. Pei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Edward J. Pei
Context triple: [Why Do Fools Fall in Love, cinematographer, Edward J. Pei]
  • A. Philip S. Yu
    Philip S. Yu is a prominent computer scientist known for his influential contributions to data mining, databases, and big data analytics.
  • B. Mung Chiang
    Mung Chiang is an engineer and academic leader known for his work in electrical and computer engineering and for serving as president of Purdue University.
  • C. Kuo-Chen Huang
    Kuo-Chen Huang was a physicist whose work on electron–phonon coupling in solids led to the formulation of the Huang–Rhys factor in solid-state spectroscopy.
  • D. Andrew T. Hsu
    Andrew T. Hsu is an academic leader and engineer who serves as the president of the College of Charleston.
  • E. Albert Tsai
    Albert Tsai is an American child actor known for his comedic television roles, including his breakout performance on the sitcom "Trophy Wife."
  • 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: Edward J. Pei
Triple: [Why Do Fools Fall in Love, cinematographer, Edward J. Pei]
Generated description
Edward J. Pei is a film cinematographer known for his work on feature films such as the biographical drama "Why Do Fools Fall in Love."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Edward J. Pei
Target entity description: Edward J. Pei is a film cinematographer known for his work on feature films such as the biographical drama "Why Do Fools Fall in Love."
  • A. Philip S. Yu
    Philip S. Yu is a prominent computer scientist known for his influential contributions to data mining, databases, and big data analytics.
  • B. Mung Chiang
    Mung Chiang is an engineer and academic leader known for his work in electrical and computer engineering and for serving as president of Purdue University.
  • C. Kuo-Chen Huang
    Kuo-Chen Huang was a physicist whose work on electron–phonon coupling in solids led to the formulation of the Huang–Rhys factor in solid-state spectroscopy.
  • D. Andrew T. Hsu
    Andrew T. Hsu is an academic leader and engineer who serves as the president of the College of Charleston.
  • E. Albert Tsai
    Albert Tsai is an American child actor known for his comedic television roles, including his breakout performance on the sitcom "Trophy Wife."
  • 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_69ca848091c48190bc313d6620d09555 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99aece1081908287e03106de020f completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1615d093c8190940037e9e0842db5 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161e6a1308190932c8386e1c24f2e completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d165a8c80081909e4d0837cbaabf95 completed April 4, 2026, 7:25 p.m.
Created at: March 30, 2026, 8:05 p.m.