Triple

T10000430
Position Surface form Disambiguated ID Type / Status
Subject Grey Enterprises Holdings, Inc. E197311 entity
Predicate employs P7 FINISHED
Object Ros Bailey
Ros Bailey is a fictional executive character in the "Fifty Shades" series who serves in a senior leadership role at Christian Grey’s company.
E840054 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: Ros Bailey | Statement: [Grey Enterprises Holdings, Inc., employs, Ros Bailey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ros Bailey
Context triple: [Grey Enterprises Holdings, Inc., employs, Ros Bailey]
  • A. Arch Harris
    Arch Harris is a character in the 1971 Western film "The Hired Hand."
  • B. Mark Bailey
    Mark Bailey is an American documentary filmmaker and writer known for his collaborations with his wife, director Rory Kennedy, on socially and politically focused films.
  • C. Andrew Coats
    Andrew Coats was a Scottish businessman and philanthropist from the Coats thread-manufacturing family, after whom the Antarctic region Coats Land is named.
  • D. Ed Steele
    Ed Steele was a professional baseball player in the Negro Leagues, best known as an outfielder for the Birmingham Black Barons.
  • E. Will McDonough
    Will McDonough is an American sports journalist best known for his long tenure as an NFL reporter and columnist for The Boston Globe and as a pioneering football analyst on national television.
  • 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: Ros Bailey
Triple: [Grey Enterprises Holdings, Inc., employs, Ros Bailey]
Generated description
Ros Bailey is a fictional executive character in the "Fifty Shades" series who serves in a senior leadership role at Christian Grey’s company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ros Bailey
Target entity description: Ros Bailey is a fictional executive character in the "Fifty Shades" series who serves in a senior leadership role at Christian Grey’s company.
  • A. Arch Harris
    Arch Harris is a character in the 1971 Western film "The Hired Hand."
  • B. Mark Bailey
    Mark Bailey is an American documentary filmmaker and writer known for his collaborations with his wife, director Rory Kennedy, on socially and politically focused films.
  • C. Andrew Coats
    Andrew Coats was a Scottish businessman and philanthropist from the Coats thread-manufacturing family, after whom the Antarctic region Coats Land is named.
  • D. Ed Steele
    Ed Steele was a professional baseball player in the Negro Leagues, best known as an outfielder for the Birmingham Black Barons.
  • E. Will McDonough
    Will McDonough is an American sports journalist best known for his long tenure as an NFL reporter and columnist for The Boston Globe and as a pioneering football analyst on national television.
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc8f50888190b2f1c5240cb58e4f completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b5f15c6c8190b52924d6f86d63e0 completed April 5, 2026, 7:20 p.m.
NEDg Description generation batch_69d2b741cad481909f04e2f8da68753c completed April 5, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d2b805afa08190a43745d764a75050 completed April 5, 2026, 7:29 p.m.
Created at: March 30, 2026, 8:51 p.m.