Triple

T14294656
Position Surface form Disambiguated ID Type / Status
Subject The Invasion E354406 entity
Predicate featuresCharacter P626 FINISHED
Object Professor Travers (off-screen reference)
Professor Travers (off-screen reference) is a recurring Doctor Who character, a somewhat bumbling but well-meaning scientist and explorer associated with the Yeti and Great Intelligence stories, who is mentioned but does not appear on screen in "The Invasion."
E1091299 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 Travers (off-screen reference) | Statement: [The Invasion, featuresCharacter, Professor Travers (off-screen reference)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Professor Travers (off-screen reference)
Context triple: [The Invasion, featuresCharacter, Professor Travers (off-screen reference)]
  • A. the Professor
    The Professor is a recurring supporting character in the Spyro the Dragon video game series, depicted as an intelligent, gadget-inventing mole who assists Spyro and his friends with scientific expertise and technology.
  • B. the Professor
    The Professor is the reflective, witty narrator and main character in Oliver Wendell Holmes Sr.'s series of conversational essays collected as "The Professor at the Breakfast-Table."
  • C. The Professor
    The Professor is the nickname of Ghanaian former professional boxer Azumah Nelson, a legendary world champion widely regarded as one of Africa’s greatest fighters.
  • D. The Professor
    The Professor is Charlotte Brontë’s first written novel, a realist work about an Englishman who becomes a teacher in Belgium, published posthumously under her pen name Currer Bell.
  • E. The Professor
    The Professor is the mastermind strategist and enigmatic leader who orchestrates the meticulously planned heists in the Spanish series "Money Heist."
  • 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 Travers (off-screen reference)
Triple: [The Invasion, featuresCharacter, Professor Travers (off-screen reference)]
Generated description
Professor Travers (off-screen reference) is a recurring Doctor Who character, a somewhat bumbling but well-meaning scientist and explorer associated with the Yeti and Great Intelligence stories, who is mentioned but does not appear on screen in "The Invasion."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Professor Travers (off-screen reference)
Target entity description: Professor Travers (off-screen reference) is a recurring Doctor Who character, a somewhat bumbling but well-meaning scientist and explorer associated with the Yeti and Great Intelligence stories, who is mentioned but does not appear on screen in "The Invasion."
  • A. the Professor
    The Professor is a recurring supporting character in the Spyro the Dragon video game series, depicted as an intelligent, gadget-inventing mole who assists Spyro and his friends with scientific expertise and technology.
  • B. the Professor
    The Professor is the reflective, witty narrator and main character in Oliver Wendell Holmes Sr.'s series of conversational essays collected as "The Professor at the Breakfast-Table."
  • C. The Professor
    The Professor is the nickname of Ghanaian former professional boxer Azumah Nelson, a legendary world champion widely regarded as one of Africa’s greatest fighters.
  • D. The Professor
    The Professor is the mastermind strategist and enigmatic leader who orchestrates the meticulously planned heists in the Spanish series "Money Heist."
  • E. The Professor
    The Professor is Charlotte Brontë’s first written novel, a realist work about an Englishman who becomes a teacher in Belgium, published posthumously under her pen name Currer Bell.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de717b35ec81908968994e65737c66 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d2281d481909714f8d8cfe71514 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3ded77748190b35908e046ccce67 completed May 8, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e7425348190abf09c103cc17305 completed May 8, 2026, 1:37 a.m.
Created at: April 10, 2026, 1:11 a.m.