Triple

T10554003
Position Surface form Disambiguated ID Type / Status
Subject All of Us E249026 entity
Predicate mainCharacter P1183 FINISHED
Object Bobby James
Bobby James is the central protagonist of the work "All of Us," around whom the main narrative and character development revolve.
 E870357 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 James | Statement: [All of Us, mainCharacter, Bobby James]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bobby James
Context triple: [All of Us, mainCharacter, Bobby James]
  • A. Bobby Elliott
    Bobby Elliott is an English rock drummer best known for his long-time role in the influential band The Hollies.
  • B. Bobby Darwin
    Bobby Darwin is a former American Major League Baseball outfielder and designated hitter who played primarily in the 1970s, notably for the Minnesota Twins.
  • C. Don James
    Don James was a highly successful American college football coach best known for leading the University of Washington Huskies to national prominence, including a share of the 1991 national championship.
  • D. Bobby Webster
    Bobby Webster is a professional basketball executive best known for serving as the general manager of the NBA’s Toronto Raptors, helping build the roster that won the 2019 championship.
  • E. Bobby Farnham
    Bobby Farnham is an American professional ice hockey forward known for his energetic, physical style of play in the NHL and other leagues.
  • 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 James
Triple: [All of Us, mainCharacter, Bobby James]
Generated description
Bobby James is the central protagonist of the work "All of Us," around whom the main narrative and character development revolve.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bobby James
Target entity description: Bobby James is the central protagonist of the work "All of Us," around whom the main narrative and character development revolve.
  • A. Bobby Elliott
    Bobby Elliott is an English rock drummer best known for his long-time role in the influential band The Hollies.
  • B. Bobby Darwin
    Bobby Darwin is a former American Major League Baseball outfielder and designated hitter who played primarily in the 1970s, notably for the Minnesota Twins.
  • C. Don James
    Don James was a highly successful American college football coach best known for leading the University of Washington Huskies to national prominence, including a share of the 1991 national championship.
  • D. Bobby Webster
    Bobby Webster is a professional basketball executive best known for serving as the general manager of the NBA’s Toronto Raptors, helping build the roster that won the 2019 championship.
  • E. Bobby Farnham
    Bobby Farnham is an American professional ice hockey forward known for his energetic, physical style of play in the NHL and other leagues.
  • 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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d527118da081909ca61bc555a17609 completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d9346f6a38819087647e7a09f40c41 completed April 10, 2026, 5:33 p.m.
NEDg Description generation batch_69d938c979788190b11b02748ed44153 completed April 10, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69d9398b63f08190910dd838ad11de6e completed April 10, 2026, 5:55 p.m.
Created at: April 6, 2026, 12:34 p.m.