Triple

T1749437
Position Surface form Disambiguated ID Type / Status
Subject Fifty Shades of Grey E38404 entity
Predicate filmAdaptationDirector P255 FINISHED
Object Sam Taylor-Johnson
Sam Taylor-Johnson is a British filmmaker and artist known for directing feature films such as "Nowhere Boy" and the adaptation of "Fifty Shades of Grey."
 E197290 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: Sam Taylor-Johnson | Statement: [Fifty Shades of Grey, filmAdaptationDirector, Sam Taylor-Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sam Taylor-Johnson
Context triple: [Fifty Shades of Grey, filmAdaptationDirector, Sam Taylor-Johnson]
  • A. Kelly Reilly
    Kelly Reilly is an English actress known for her roles in films like "Flight" and the "Sherlock Holmes" series, as well as the television drama "Yellowstone."
  • B. Tamsin Greig
    Tamsin Greig is an English actress known for her work in television, film, and theatre, including prominent roles in "Green Wing," "Episodes," and "Friday Night Dinner."
  • C. Krysty Wilson-Cairns
    Krysty Wilson-Cairns is a Scottish screenwriter known for co-writing the acclaimed World War I film "1917" and working on various high-profile film and television projects.
  • D. Lucy Boynton
    Lucy Boynton is a British-American actress known for her roles in films such as "Bohemian Rhapsody" and "Sing Street," as well as various television dramas.
  • E. Margot Tennant
    Margot Tennant, later Margot Asquith, was a prominent British socialite, author, and wit who became the influential second wife of Prime Minister H. H. Asquith.
  • 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: Sam Taylor-Johnson
Triple: [Fifty Shades of Grey, filmAdaptationDirector, Sam Taylor-Johnson]
Generated description
Sam Taylor-Johnson is a British filmmaker and artist known for directing feature films such as "Nowhere Boy" and the adaptation of "Fifty Shades of Grey."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sam Taylor-Johnson
Target entity description: Sam Taylor-Johnson is a British filmmaker and artist known for directing feature films such as "Nowhere Boy" and the adaptation of "Fifty Shades of Grey."
  • A. Kelly Reilly
    Kelly Reilly is an English actress known for her roles in films like "Flight" and the "Sherlock Holmes" series, as well as the television drama "Yellowstone."
  • B. Tamsin Greig
    Tamsin Greig is an English actress known for her work in television, film, and theatre, including prominent roles in "Green Wing," "Episodes," and "Friday Night Dinner."
  • C. Krysty Wilson-Cairns
    Krysty Wilson-Cairns is a Scottish screenwriter known for co-writing the acclaimed World War I film "1917" and working on various high-profile film and television projects.
  • D. Lucy Boynton
    Lucy Boynton is a British-American actress known for her roles in films such as "Bohemian Rhapsody" and "Sing Street," as well as various television dramas.
  • E. Margot Tennant
    Margot Tennant, later Margot Asquith, was a prominent British socialite, author, and wit who became the influential second wife of Prime Minister H. H. Asquith.
  • 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63ee4d2081909dfd6d3244228c56 completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0e40cb88190953c639ee2464a54 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a2fb9481909d9ed587921ca6b6 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada4dfc9188190845a4e4490318d68 completed March 8, 2026, 4:33 p.m.
Created at: March 4, 2026, 7:31 p.m.