Triple

T6488511
Position Surface form Disambiguated ID Type / Status
Subject David Bergman E146574 entity
Predicate name P16 FINISHED
Object David Bergman
David Bergman is a name shared by multiple individuals, including professionals in fields such as photography, law, and academia.
 E595738 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: David Bergman | Statement: [David Bergman, name, David Bergman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Bergman
Context triple: [David Bergman, name, David Bergman]
  • A. David Bergman
    David Bergman is a senior executive and key financial leader at Under Armour, serving as the company's Chief Financial Officer.
  • B. Martin Bergman
    Martin Bergman is a British screenwriter and producer best known for co-writing the 1992 ensemble comedy-drama film "Peter’s Friends."
  • C. Ram Bergman
    Ram Bergman is an Israeli film producer best known for his long-time collaboration with director Rian Johnson on films such as "Brick," "Looper," and "Star Wars: The Last Jedi."
  • D. Jeff Bergman
    Jeff Bergman is an American voice actor best known for succeeding Mel Blanc in voicing classic Looney Tunes characters such as Bugs Bunny.
  • E. Jeff Glixman
    Jeff Glixman is an American record producer best known for his work with rock bands such as Kansas and for producing influential albums in the 1970s and 1980s.
  • 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: David Bergman
Triple: [David Bergman, name, David Bergman]
Generated description
David Bergman is a name shared by multiple individuals, including professionals in fields such as photography, law, and academia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Bergman
Target entity description: David Bergman is a name shared by multiple individuals, including professionals in fields such as photography, law, and academia.
  • A. David Bergman
    David Bergman is a senior executive and key financial leader at Under Armour, serving as the company's Chief Financial Officer.
  • B. Martin Bergman
    Martin Bergman is a British screenwriter and producer best known for co-writing the 1992 ensemble comedy-drama film "Peter’s Friends."
  • C. Ram Bergman
    Ram Bergman is an Israeli film producer best known for his long-time collaboration with director Rian Johnson on films such as "Brick," "Looper," and "Star Wars: The Last Jedi."
  • D. Jeff Bergman
    Jeff Bergman is an American voice actor best known for succeeding Mel Blanc in voicing classic Looney Tunes characters such as Bugs Bunny.
  • E. Jeff Glixman
    Jeff Glixman is an American record producer best known for his work with rock bands such as Kansas and for producing influential albums in the 1970s and 1980s.
  • 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_69c0090158c08190af0df9a2348d2d52 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a97fff88190b6f993c14df62649 completed March 22, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653b792f48190b301cdc643db8ddf completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6545575788190acb374fcdb7f5edf completed March 27, 2026, 9:56 a.m.
NED2 Entity disambiguation (via description) batch_69c654c0cdf88190994217223fb2f77a completed March 27, 2026, 9:58 a.m.
Created at: March 22, 2026, 4:52 p.m.