Triple

T16527115
Position Surface form Disambiguated ID Type / Status
Subject The Black Ghosts E401469 entity
Predicate member P10 FINISHED
Object Theo Keating
Theo Keating is a British DJ, producer, and musician best known for his work in electronic and breakbeat music projects such as The Black Ghosts and his solo alias Fake Blood.
E1218093 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: Theo Keating | Statement: [The Black Ghosts, member, Theo Keating]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theo Keating
Context triple: [The Black Ghosts, member, Theo Keating]
  • A. Kathleen Robertson
    Kathleen Robertson is a Canadian actress known for her roles in television series like "Beverly Hills, 90210" and "Boss," as well as various film and genre projects.
  • B. Sheila Marie Ryan
    Sheila Marie Ryan was an American model and actress best known for her high-profile relationships, including her marriage to actor James Caan and her earlier romance with Elvis Presley.
  • C. Elisabeth McGowan
    Elisabeth McGowan was an American theater pioneer best known as one of the founders of the Cleveland Play House, one of the nation’s oldest professional regional theaters.
  • D. Frances Conroy
    Frances Conroy is an American actress known for her work in film, television, and theater, including prominent roles in "Six Feet Under" and "American Horror Story."
  • E. Donna Douglas
    Donna Douglas was an American actress and singer best known for her role as Elly May Clampett on the classic television sitcom "The Beverly Hillbillies."
  • 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: Theo Keating
Triple: [The Black Ghosts, member, Theo Keating]
Generated description
Theo Keating is a British DJ, producer, and musician best known for his work in electronic and breakbeat music projects such as The Black Ghosts and his solo alias Fake Blood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theo Keating
Target entity description: Theo Keating is a British DJ, producer, and musician best known for his work in electronic and breakbeat music projects such as The Black Ghosts and his solo alias Fake Blood.
  • A. Kathleen Robertson
    Kathleen Robertson is a Canadian actress known for her roles in television series like "Beverly Hills, 90210" and "Boss," as well as various film and genre projects.
  • B. Sheila Marie Ryan
    Sheila Marie Ryan was an American model and actress best known for her high-profile relationships, including her marriage to actor James Caan and her earlier romance with Elvis Presley.
  • C. Elisabeth McGowan
    Elisabeth McGowan was an American theater pioneer best known as one of the founders of the Cleveland Play House, one of the nation’s oldest professional regional theaters.
  • D. Frances Conroy
    Frances Conroy is an American actress known for her work in film, television, and theater, including prominent roles in "Six Feet Under" and "American Horror Story."
  • E. Donna Douglas
    Donna Douglas was an American actress and singer best known for her role as Elly May Clampett on the classic television sitcom "The Beverly Hillbillies."
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32ed4b8a08190b5f179fc583001a6 completed April 18, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00608d36dc8190a094fa4513147c85 completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a0061a6e1e88190a5efe0430db0bd9b completed May 10, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00627908988190803707069872e4c5 completed May 10, 2026, 10:48 a.m.
Created at: April 10, 2026, 5:14 a.m.