Triple

T1748075
Position Surface form Disambiguated ID Type / Status
Subject A Star Is Born (2018 film) E38379 entity
Predicate producer P490 FINISHED
Object Bill Gerber
Bill Gerber is an American film producer known for his work on major Hollywood projects, including the 2018 remake of "A Star Is Born."
E219931 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: Bill Gerber | Statement: [A Star Is Born (2018 film), producer, Bill Gerber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Gerber
Context triple: [A Star Is Born (2018 film), producer, Bill Gerber]
  • A. Lyle Bettger
    Lyle Bettger was an American character actor best known for his frequent portrayals of suave villains in mid-20th-century Hollywood films and television.
  • B. Fred Karger
    Fred Karger was an American musician and vocal coach best known for his work at major Hollywood studios and his long, on-and-off marriage to actress Jane Wyman.
  • C. Richard Stolley
    Richard Stolley was an influential American magazine editor best known for shaping modern celebrity journalism as the founding managing editor of People magazine.
  • D. Bill Maris
    Bill Maris is an American venture capitalist and entrepreneur best known as the founder and former CEO of Google Ventures (GV) and a prominent investor in life sciences and technology.
  • E. Frank Schulte
    Frank Schulte was an early 20th-century Major League Baseball outfielder best known for his power hitting with the Chicago Cubs, including winning the 1911 National League MVP Award.
  • 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: Bill Gerber
Triple: [A Star Is Born (2018 film), producer, Bill Gerber]
Generated description
Bill Gerber is an American film producer known for his work on major Hollywood projects, including the 2018 remake of "A Star Is Born."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Gerber
Target entity description: Bill Gerber is an American film producer known for his work on major Hollywood projects, including the 2018 remake of "A Star Is Born."
  • A. Lyle Bettger
    Lyle Bettger was an American character actor best known for his frequent portrayals of suave villains in mid-20th-century Hollywood films and television.
  • B. Fred Karger
    Fred Karger was an American musician and vocal coach best known for his work at major Hollywood studios and his long, on-and-off marriage to actress Jane Wyman.
  • C. Richard Stolley
    Richard Stolley was an influential American magazine editor best known for shaping modern celebrity journalism as the founding managing editor of People magazine.
  • D. Bill Maris
    Bill Maris is an American venture capitalist and entrepreneur best known as the founder and former CEO of Google Ventures (GV) and a prominent investor in life sciences and technology.
  • E. Frank Schulte
    Frank Schulte was an early 20th-century Major League Baseball outfielder best known for his power hitting with the Chicago Cubs, including winning the 1911 National League MVP Award.
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63ecda0c819091f81942a5bde31d completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfb98fee88190804f368b484c7305 completed March 8, 2026, 10:43 p.m.
NEDg Description generation batch_69adfc81697c8190b0dd847649f28923 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfdc8a7f481909b2ee0b4444cf4b9 completed March 8, 2026, 10:52 p.m.
Created at: March 4, 2026, 7:31 p.m.