Triple

T10811121
Position Surface form Disambiguated ID Type / Status
Subject Angels with Dirty Faces E255100 entity
Predicate character P662 FINISHED
Object James Frazier
James Frazier is a supporting character in the classic 1938 gangster film "Angels with Dirty Faces," involved in the story’s web of crime, corruption, and moral conflict.
 E887384 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: James Frazier | Statement: [Angels with Dirty Faces, character, James Frazier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Frazier
Context triple: [Angels with Dirty Faces, character, James Frazier]
  • A. Francis Johnston
    Francis Johnston was a prominent early 19th-century Irish architect known for his influential public and ecclesiastical buildings in Dublin and across Ireland.
  • B. James Bronterre O'Brien
    James Bronterre O'Brien was a prominent 19th-century Irish-born radical journalist, political theorist, and leader in the British working-class movement who played a key intellectual role in shaping Chartism.
  • C. J. M. Macdonnell
    J. M. Macdonnell was a Canadian academic and administrator who served as a chancellor at Carleton University.
  • D. Philo Beddoe
    Philo Beddoe is a tough but easygoing trucker and bare-knuckle brawler, famously portrayed by Clint Eastwood in the comedy film "Every Which Way but Loose."
  • E. George Whaples
    George Whaples was a mathematician known for his work in algebra and number theory, and for being a doctoral student of Emil Artin.
  • 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: James Frazier
Triple: [Angels with Dirty Faces, character, James Frazier]
Generated description
James Frazier is a supporting character in the classic 1938 gangster film "Angels with Dirty Faces," involved in the story’s web of crime, corruption, and moral conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Frazier
Target entity description: James Frazier is a supporting character in the classic 1938 gangster film "Angels with Dirty Faces," involved in the story’s web of crime, corruption, and moral conflict.
  • A. Francis Johnston
    Francis Johnston was a prominent early 19th-century Irish architect known for his influential public and ecclesiastical buildings in Dublin and across Ireland.
  • B. James Bronterre O'Brien
    James Bronterre O'Brien was a prominent 19th-century Irish-born radical journalist, political theorist, and leader in the British working-class movement who played a key intellectual role in shaping Chartism.
  • C. J. M. Macdonnell
    J. M. Macdonnell was a Canadian academic and administrator who served as a chancellor at Carleton University.
  • D. Philo Beddoe
    Philo Beddoe is a tough but easygoing trucker and bare-knuckle brawler, famously portrayed by Clint Eastwood in the comedy film "Every Which Way but Loose."
  • E. George Whaples
    George Whaples was a mathematician known for his work in algebra and number theory, and for being a doctoral student of Emil Artin.
  • 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_69d6aa61c15c8190a1839550c56e75e1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d733b7bfac8190b6ae34144376d6ad completed April 9, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69de853692f08190914cbeaf1a558730 completed April 14, 2026, 6:19 p.m.
NEDg Description generation batch_69de8954500c81909b57c4f8007959aa completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8f38e3048190b1acc81bb56fe165 completed April 14, 2026, 7:02 p.m.
Created at: April 8, 2026, 9:18 p.m.