Triple

T12187952
Position Surface form Disambiguated ID Type / Status
Subject The Elephant Man E290384 entity
Predicate screenwriter P2831 FINISHED
Object Eric Bergren
Eric Bergren was an American screenwriter best known for co-writing the acclaimed 1980 film "The Elephant Man."
E1001423 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: Eric Bergren | Statement: [The Elephant Man, screenwriter, Eric Bergren]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eric Bergren
Context triple: [The Elephant Man, screenwriter, Eric Bergren]
  • A. Eric Bergstol
    Eric Bergstol is an American golf course architect known for designing high-end, links-style courses in the New York metropolitan area.
  • B. Chris Bergoch
    Chris Bergoch is an American screenwriter and producer best known for his collaborations with director Sean Baker on acclaimed independent films such as "The Florida Project" and "Tangerine."
  • C. Larry Bryggman
    Larry Bryggman is an American actor best known for his long-running role on the soap opera "As the World Turns" and various film and television appearances.
  • D. John Enbom
    John Enbom is a television writer and producer best known as a co-creator and showrunner of the cult comedy series "Party Down."
  • E. Andrew Hulshult
    Andrew Hulshult is a video game music composer best known for his heavy, metal-inspired soundtracks for modern retro-style shooters such as Dusk, Amid Evil, and various Doom-related projects.
  • 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: Eric Bergren
Triple: [The Elephant Man, screenwriter, Eric Bergren]
Generated description
Eric Bergren was an American screenwriter best known for co-writing the acclaimed 1980 film "The Elephant Man."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eric Bergren
Target entity description: Eric Bergren was an American screenwriter best known for co-writing the acclaimed 1980 film "The Elephant Man."
  • A. Eric Bergstol
    Eric Bergstol is an American golf course architect known for designing high-end, links-style courses in the New York metropolitan area.
  • B. Chris Bergoch
    Chris Bergoch is an American screenwriter and producer best known for his collaborations with director Sean Baker on acclaimed independent films such as "The Florida Project" and "Tangerine."
  • C. Larry Bryggman
    Larry Bryggman is an American actor best known for his long-running role on the soap opera "As the World Turns" and various film and television appearances.
  • D. John Enbom
    John Enbom is a television writer and producer best known as a co-creator and showrunner of the cult comedy series "Party Down."
  • E. Andrew Hulshult
    Andrew Hulshult is a video game music composer best known for his heavy, metal-inspired soundtracks for modern retro-style shooters such as Dusk, Amid Evil, and various Doom-related projects.
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d916012c2c819085824332ad60059e completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684cc45b48190a388b38ef301c2f8 completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f685dac5cc8190b4bc2d81186c9266 completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f6869156048190b548ecd04561deb8 completed May 2, 2026, 11:19 p.m.
Created at: April 8, 2026, 9:50 p.m.