Triple

T6150715
Position Surface form Disambiguated ID Type / Status
Subject Soul Surfer E137192 entity
Predicate producer P490 FINISHED
Object David Brookwell
David Brookwell is a film and television producer best known for co-founding Brookwell McNamara Entertainment and producing family-oriented and inspirational projects such as "Soul Surfer."
E588739 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 Brookwell | Statement: [Soul Surfer, producer, David Brookwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Brookwell
Context triple: [Soul Surfer, producer, David Brookwell]
  • A. Bruce Broughton
    Bruce Broughton is an American composer best known for his orchestral film and television scores, including work for Disney attractions and numerous Hollywood productions.
  • B. Michael Brooks
    Michael Brooks was an American basketball player best known as a standout forward at La Salle University who went on to play professionally in the NBA and overseas.
  • C. Michael Gwynn
    Michael Gwynn was a British character actor known for his roles in mid-20th-century film and television, including appearances in classic horror and science fiction productions.
  • D. Dan Talbot
    Dan Talbot was an influential American film distributor and exhibitor known for championing foreign and independent cinema in the United States.
  • E. Scott Arfield
    Scott Arfield is a professional footballer, best known as a midfielder who represented the Canadian national team after previously playing for Scotland at youth level and having a long club career in Scotland and England.
  • 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 Brookwell
Triple: [Soul Surfer, producer, David Brookwell]
Generated description
David Brookwell is a film and television producer best known for co-founding Brookwell McNamara Entertainment and producing family-oriented and inspirational projects such as "Soul Surfer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Brookwell
Target entity description: David Brookwell is a film and television producer best known for co-founding Brookwell McNamara Entertainment and producing family-oriented and inspirational projects such as "Soul Surfer."
  • A. Bruce Broughton
    Bruce Broughton is an American composer best known for his orchestral film and television scores, including work for Disney attractions and numerous Hollywood productions.
  • B. Michael Brooks
    Michael Brooks was an American basketball player best known as a standout forward at La Salle University who went on to play professionally in the NBA and overseas.
  • C. Michael Gwynn
    Michael Gwynn was a British character actor known for his roles in mid-20th-century film and television, including appearances in classic horror and science fiction productions.
  • D. Dan Talbot
    Dan Talbot was an influential American film distributor and exhibitor known for championing foreign and independent cinema in the United States.
  • E. Scott Arfield
    Scott Arfield is a professional footballer, best known as a midfielder who represented the Canadian national team after previously playing for Scotland at youth level and having a long club career in Scotland and England.
  • 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_69c008a45d008190832a9e19f5d63406 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05ce329648190a03ba0233df841fa completed March 22, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d035e9c8190bd9978987833ff3c completed March 27, 2026, 7:08 a.m.
NEDg Description generation batch_69c62ea850c8819097ce9fefe807c0d0 completed March 27, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_69c62f2c2d5881909e0b70853305dc05 completed March 27, 2026, 7:18 a.m.
Created at: March 22, 2026, 4:16 p.m.