Triple

T14287230
Position Surface form Disambiguated ID Type / Status
Subject Kasaavin E354205 entity
Predicate notableCollaborator P8554 FINISHED
Object Daniel Barton
Daniel Barton is a key human collaborator of the alien Kasaavin in the Doctor Who universe, notably appearing as a tech mogul antagonist in the series.
E385396 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: Daniel Barton | Statement: [Kasaavin, notableCollaborator, Daniel Barton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daniel Barton
Context triple: [Kasaavin, notableCollaborator, Daniel Barton]
  • A. Daniel Barton
    Daniel Barton is a powerful tech magnate and covert MI6 double agent who serves as a primary antagonist in the Doctor Who episode "Spyfall."
  • B. Jonathan Bartley
    Jonathan Bartley is a British Green Party politician who served as co-leader of the Green Party of England and Wales and has been a prominent advocate for social justice and environmental issues.
  • C. Daniel Butterfield
    Daniel Butterfield was a Union Army general in the American Civil War, best known for composing the bugle call "Taps."
  • D. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • E. Richard Bower
    Richard Bower was a 16th-century English musician and court official who directed and trained the boy choristers of the Chapel Royal under the Tudor monarchs.
  • 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: Daniel Barton
Triple: [Kasaavin, notableCollaborator, Daniel Barton]
Generated description
Daniel Barton is a key human collaborator of the alien Kasaavin in the Doctor Who universe, notably appearing as a tech mogul antagonist in the series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daniel Barton
Target entity description: Daniel Barton is a key human collaborator of the alien Kasaavin in the Doctor Who universe, notably appearing as a tech mogul antagonist in the series.
  • A. Daniel Barton chosen
    Daniel Barton is a powerful tech magnate and covert MI6 double agent who serves as a primary antagonist in the Doctor Who episode "Spyfall."
  • B. Jonathan Bartley
    Jonathan Bartley is a British Green Party politician who served as co-leader of the Green Party of England and Wales and has been a prominent advocate for social justice and environmental issues.
  • C. Daniel Butterfield
    Daniel Butterfield was a Union Army general in the American Civil War, best known for composing the bugle call "Taps."
  • D. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • E. Richard Bower
    Richard Bower was a 16th-century English musician and court official who directed and trained the boy choristers of the Chapel Royal under the Tudor monarchs.
  • F. None of above.

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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de698023288190b1d705235c2b2ca3 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb73334c8190a96a92d199c3b101 completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fdfd9389848190a9f5c29aa94f0c0e completed May 8, 2026, 3:13 p.m.
NED2 Entity disambiguation (via description) batch_69fdfe2af2248190a0d0096d8039a591 completed May 8, 2026, 3:15 p.m.
Created at: April 10, 2026, 1:11 a.m.