Triple

T8129467
Position Surface form Disambiguated ID Type / Status
Subject Miracles from Heaven E189818 entity
Predicate screenwriter P2831 FINISHED
Object Randy Brown
Randy Brown is an American screenwriter best known for writing the faith-based drama film "Miracles from Heaven."
 E729192 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: Randy Brown | Statement: [Miracles from Heaven, screenwriter, Randy Brown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randy Brown
Context triple: [Miracles from Heaven, screenwriter, Randy Brown]
  • A. Ryan Brown
    Ryan Brown is a musician best known for his past role as a member of the rock band Papa Roach.
  • B. Ryan Brown
    Ryan Brown is a film editor known for his work on the movie "Horse Girl."
  • C. Randy Bass
    Randy Bass is an American former professional baseball player best known in Japan as a legendary power-hitting first baseman for the Hanshin Tigers in the 1980s.
  • D. Brian Routh
    Brian Routh was a British performance artist and musician best known as one half of the avant-garde comedy and performance duo The Kipper Kids.
  • E. David Debrandon Brown
    David Debrandon Brown is the American singer, songwriter, and R&B artist professionally known as Lucky Daye.
  • 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: Randy Brown
Triple: [Miracles from Heaven, screenwriter, Randy Brown]
Generated description
Randy Brown is an American screenwriter best known for writing the faith-based drama film "Miracles from Heaven."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randy Brown
Target entity description: Randy Brown is an American screenwriter best known for writing the faith-based drama film "Miracles from Heaven."
  • A. Ryan Brown
    Ryan Brown is a musician best known for his past role as a member of the rock band Papa Roach.
  • B. Ryan Brown
    Ryan Brown is a film editor known for his work on the movie "Horse Girl."
  • C. Randy Bass
    Randy Bass is an American former professional baseball player best known in Japan as a legendary power-hitting first baseman for the Hanshin Tigers in the 1980s.
  • D. Brian Routh
    Brian Routh was a British performance artist and musician best known as one half of the avant-garde comedy and performance duo The Kipper Kids.
  • E. David Debrandon Brown
    David Debrandon Brown is the American singer, songwriter, and R&B artist professionally known as Lucky Daye.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b6b4dc8190be237e6dd21c863b completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde709d3188190b3a954a613c3c5b2 completed April 2, 2026, 3:48 a.m.
NEDg Description generation batch_69cdeb1fa7308190810b1fcc2184374a completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec3081d88190ad0699f9072d3fc7 completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 5:34 p.m.