Triple

T6954894
Position Surface form Disambiguated ID Type / Status
Subject Pain & Gain E161216 entity
Predicate editor P1954 FINISHED
Object Thomas A. Muldoon
Thomas A. Muldoon is a film editor known for his work on the action-comedy movie "Pain & Gain."
E793970 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: Thomas A. Muldoon | Statement: [Pain & Gain, editor, Thomas A. Muldoon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas A. Muldoon
Context triple: [Pain & Gain, editor, Thomas A. Muldoon]
  • A. George H. Fallon
    George H. Fallon was a U.S. Congressman from Maryland known for his influential role in shaping national transportation policy, including major federal highway legislation.
  • B. Edwin J. Burke
    Edwin J. Burke was an American screenwriter and playwright best known for his work in early 20th-century Hollywood cinema, including several films starring Shirley Temple.
  • C. James B. McNamara
    James B. McNamara was an American labor union activist best known for his role in the 1910 Los Angeles Times bombing, a pivotal event in early 20th-century labor history.
  • D. Charles E. Kearney
    Charles E. Kearney was a 19th-century American railroad executive and civic leader after whom the city of Kearney, Missouri, is named.
  • E. William G. McGowan
    William G. McGowan was an American businessman best known for transforming MCI into a major telecommunications competitor to AT&T and helping to deregulate the U.S. long-distance phone industry.
  • 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: Thomas A. Muldoon
Triple: [Pain & Gain, editor, Thomas A. Muldoon]
Generated description
Thomas A. Muldoon is a film editor known for his work on the action-comedy movie "Pain & Gain."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas A. Muldoon
Target entity description: Thomas A. Muldoon is a film editor known for his work on the action-comedy movie "Pain & Gain."
  • A. George H. Fallon
    George H. Fallon was a U.S. Congressman from Maryland known for his influential role in shaping national transportation policy, including major federal highway legislation.
  • B. Edwin J. Burke
    Edwin J. Burke was an American screenwriter and playwright best known for his work in early 20th-century Hollywood cinema, including several films starring Shirley Temple.
  • C. James B. McNamara
    James B. McNamara was an American labor union activist best known for his role in the 1910 Los Angeles Times bombing, a pivotal event in early 20th-century labor history.
  • D. Charles E. Kearney
    Charles E. Kearney was a 19th-century American railroad executive and civic leader after whom the city of Kearney, Missouri, is named.
  • E. William G. McGowan
    William G. McGowan was an American businessman best known for transforming MCI into a major telecommunications competitor to AT&T and helping to deregulate the U.S. long-distance phone industry.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dace1a94819095311e4288f01784 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f32101e08190888a1f44c2224e1e completed April 4, 2026, 11:16 a.m.
NEDg Description generation batch_69d0f46bd034819093e7157a3e1ac1fc completed April 4, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_69d0f5bf64548190b40e97b279db5105 completed April 4, 2026, 11:27 a.m.
Created at: March 27, 2026, 2:29 p.m.