Triple

T18508356
Position Surface form Disambiguated ID Type / Status
Subject Ben Affleck as Bobby Walker E452260 entity
Predicate characterName P36851 FINISHED
Object Bobby Walker
Bobby Walker is a fictional character portrayed by Ben Affleck, best known as a laid-off corporate executive struggling with identity and purpose in the film "The Company Men."
 E452259 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: Bobby Walker | Statement: [Ben Affleck as Bobby Walker, characterName, Bobby Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bobby Walker
Context triple: [Ben Affleck as Bobby Walker, characterName, Bobby Walker]
  • A. Bobby Walker
    Bobby Walker is the central protagonist of the 2010 drama film "The Company Men," a successful corporate executive whose life is upended when he is laid off during a wave of corporate downsizing.
  • B. Bobby Walker
    Bobby Walker is the main live-action human character and cousin to the puppet protagonist in the Nickelodeon sitcom "Cousin Skeeter."
  • C. Bobby Wilson
    Bobby Wilson is a songwriter best known for co-writing the hit track "Mrs. Officer," popularized by rapper Lil Wayne.
  • D. Bobby Crawford
    Bobby Crawford is a screenwriter best known for his work on the crime-comedy film "A Rage in Harlem."
  • E. Bobby Crawford
    Bobby Crawford is the central protagonist of J.G. Ballard’s novel "Cocaine Nights," around whom the book’s exploration of crime, leisure, and moral decay in a Costa del Sol resort community revolves.
  • 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: Bobby Walker
Triple: [Ben Affleck as Bobby Walker, characterName, Bobby Walker]
Generated description
Bobby Walker is a fictional character portrayed by Ben Affleck, best known as a laid-off corporate executive struggling with identity and purpose in the film "The Company Men."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bobby Walker
Target entity description: Bobby Walker is a fictional character portrayed by Ben Affleck, best known as a laid-off corporate executive struggling with identity and purpose in the film "The Company Men."
  • A. Bobby Walker chosen
    Bobby Walker is the central protagonist of the 2010 drama film "The Company Men," a successful corporate executive whose life is upended when he is laid off during a wave of corporate downsizing.
  • B. Bobby Walker
    Bobby Walker is the main live-action human character and cousin to the puppet protagonist in the Nickelodeon sitcom "Cousin Skeeter."
  • C. Bobby Wilson
    Bobby Wilson is a songwriter best known for co-writing the hit track "Mrs. Officer," popularized by rapper Lil Wayne.
  • D. Bobby Crawford
    Bobby Crawford is a screenwriter best known for his work on the crime-comedy film "A Rage in Harlem."
  • E. Bobby Crawford
    Bobby Crawford is the central protagonist of J.G. Ballard’s novel "Cocaine Nights," around whom the book’s exploration of crime, leisure, and moral decay in a Costa del Sol resort community revolves.
  • F. None of above.

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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53344033c8190a0883aef56ba79c3 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a047148cac48190885f66f87274905d completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a048626a0a48190956a51f755f790cd completed May 13, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_6a0489f4a1d081909a274bf3679c70a6 completed May 13, 2026, 2:25 p.m.
Created at: April 10, 2026, 11:36 a.m.