Triple

T3378210
Position Surface form Disambiguated ID Type / Status
Subject The Sound of Drums / Last of the Time Lords E71116 entity
Predicate featuresCharacter P626 FINISHED
Object Professor Yana
Professor Yana is a human guise adopted by the Master in the Doctor Who television story "Utopia," later revealed as a Time Lord and one of the Doctor’s greatest enemies.
E354195 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: Professor Yana | Statement: [The Sound of Drums / Last of the Time Lords, featuresCharacter, Professor Yana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Professor Yana
Context triple: [The Sound of Drums / Last of the Time Lords, featuresCharacter, Professor Yana]
  • A. Professor LeBlanc
    Professor LeBlanc is a recurring comedic character from the classic American radio and television series "The Jack Benny Program."
  • B. Professor Unrat
    Professor Unrat is a satirical novel by Heinrich Mann that critiques bourgeois morality through the story of a repressed schoolteacher whose obsession with a cabaret singer leads to his downfall.
  • C. Dr. Minoret
    Dr. Minoret is a central fictional physician in Honoré de Balzac’s "Scènes de la vie de province," notable for embodying the social and moral tensions of provincial French life in the 19th century.
  • D. Professor Burris
    Professor Burris is the skeptical psychology professor and narrator of B.F. Skinner’s utopian novel "Walden Two," through whose perspective the experimental community is explored and critiqued.
  • E. Professor Brand
    Professor Brand is a brilliant but morally conflicted NASA physicist in the film "Interstellar," whose secretive plan to save humanity drives much of the story’s tension.
  • 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: Professor Yana
Triple: [The Sound of Drums / Last of the Time Lords, featuresCharacter, Professor Yana]
Generated description
Professor Yana is a human guise adopted by the Master in the Doctor Who television story "Utopia," later revealed as a Time Lord and one of the Doctor’s greatest enemies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Professor Yana
Target entity description: Professor Yana is a human guise adopted by the Master in the Doctor Who television story "Utopia," later revealed as a Time Lord and one of the Doctor’s greatest enemies.
  • A. Professor LeBlanc
    Professor LeBlanc is a recurring comedic character from the classic American radio and television series "The Jack Benny Program."
  • B. Professor Marius
    Professor Marius is a character in the Doctor Who universe known as the scientist who created the robotic dog K-9.
  • C. Professor Unrat
    Professor Unrat is a satirical novel by Heinrich Mann that critiques bourgeois morality through the story of a repressed schoolteacher whose obsession with a cabaret singer leads to his downfall.
  • D. Dr. Minoret
    Dr. Minoret is a central fictional physician in Honoré de Balzac’s "Scènes de la vie de province," notable for embodying the social and moral tensions of provincial French life in the 19th century.
  • E. Professor Burris
    Professor Burris is the skeptical psychology professor and narrator of B.F. Skinner’s utopian novel "Walden Two," through whose perspective the experimental community is explored and critiqued.
  • 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_69ad85a7f80c8190a05e43013f298942 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2eacb5c81908071a1dacc9a897a completed March 8, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3344c0698819082d856d8be7f2c18 completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b334e5171c8190a01bb6fef5644825 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b3390c50b08190b6239b5f0d1eb4ba completed March 12, 2026, 10:07 p.m.
Created at: March 8, 2026, 3:13 p.m.