Triple

T13813867
Position Surface form Disambiguated ID Type / Status
Subject Snow Flower and the Secret Fan E331962 entity
Predicate screenwriter P2831 FINISHED
Object Michael Ray
Michael Ray is a screenwriter known for his work on the film adaptation of "Snow Flower and the Secret Fan."
E1063540 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: Michael Ray | Statement: [Snow Flower and the Secret Fan, screenwriter, Michael Ray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Ray
Context triple: [Snow Flower and the Secret Fan, screenwriter, Michael Ray]
  • A. Mark Wills
    Mark Wills is an American country music singer known for his late-1990s and early-2000s hits on the Billboard country charts.
  • B. Michael Penn
    Michael Penn is an American singer-songwriter and composer known for his work on film scores and his 1989 hit single "No Myth."
  • C. Dylan Scott
    Dylan Scott is an American country music singer and songwriter known for hits like "My Girl" and "Hooked."
  • D. Lee Brice
    Lee Brice is an American country music singer-songwriter known for hits like "Love Like Crazy" and "I Don't Dance."
  • E. Brett James
    Brett James is an American country music songwriter and producer known for crafting hit songs for major artists across the genre.
  • 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: Michael Ray
Triple: [Snow Flower and the Secret Fan, screenwriter, Michael Ray]
Generated description
Michael Ray is a screenwriter known for his work on the film adaptation of "Snow Flower and the Secret Fan."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Ray
Target entity description: Michael Ray is a screenwriter known for his work on the film adaptation of "Snow Flower and the Secret Fan."
  • A. Mark Wills
    Mark Wills is an American country music singer known for his late-1990s and early-2000s hits on the Billboard country charts.
  • B. Michael Penn
    Michael Penn is an American singer-songwriter and composer known for his work on film scores and his 1989 hit single "No Myth."
  • C. Dylan Scott
    Dylan Scott is an American country music singer and songwriter known for hits like "My Girl" and "Hooked."
  • D. Lee Brice
    Lee Brice is an American country music singer-songwriter known for hits like "Love Like Crazy" and "I Don't Dance."
  • E. Brett James
    Brett James is an American country music songwriter and producer known for crafting hit songs for major artists across the genre.
  • 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_69d81c59f8808190a851bc56afdc55e9 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de027198f8819095da3e714ac241f5 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8de34a4819090c99cb78b941003 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b974fce88190ace5030555b7b5f1 completed May 3, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba99ad9c8190906b6b63cf27a446 completed May 3, 2026, 9:14 p.m.
Created at: April 9, 2026, 10:12 p.m.