Triple

T3660087
Position Surface form Disambiguated ID Type / Status
Subject Cyber-Shades E77626 entity
Predicate firstAppearance P795 FINISHED
Object The Next Doctor
"The Next Doctor" is a 2008 Doctor Who Christmas special in which the Tenth Doctor encounters a mysterious man in Victorian London who believes himself to be the Doctor amid a Cybermen invasion.
E377999 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: The Next Doctor | Statement: [Cyber-Shades, firstAppearance, The Next Doctor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Next Doctor
Context triple: [Cyber-Shades, firstAppearance, The Next Doctor]
  • A. The Name of the Doctor
    "The Name of the Doctor" is a 2013 episode of the British science fiction series Doctor Who that serves as the Series 7 finale and introduces the previously unseen incarnation known as the War Doctor.
  • B. The Three Doctors
    The Three Doctors is a 1972–73 Doctor Who serial that celebrated the show's tenth anniversary by uniting the first three incarnations of the Doctor to battle a powerful Time Lord enemy.
  • C. The Doctor Came at Dawn
    The Doctor Came at Dawn is a stark, minimalist 1996 indie folk album by Bill Callahan’s project Smog, known for its dark, introspective songwriting and lo-fi production.
  • D. Companions of the Doctor
    The Companions of the Doctor are the Doctor’s often-human allies in the long-running British sci-fi series "Doctor Who," who travel with the Time Lord, aiding in adventures across time and space while providing emotional grounding and perspective.
  • E. The Doctor and the Devils
    The Doctor and the Devils is a 1985 British horror film, produced by Thom Mount, that dramatizes grave-robbing and murder committed to supply cadavers for medical research in 19th-century Britain.
  • 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: The Next Doctor
Triple: [Cyber-Shades, firstAppearance, The Next Doctor]
Generated description
"The Next Doctor" is a 2008 Doctor Who Christmas special in which the Tenth Doctor encounters a mysterious man in Victorian London who believes himself to be the Doctor amid a Cybermen invasion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Next Doctor
Target entity description: "The Next Doctor" is a 2008 Doctor Who Christmas special in which the Tenth Doctor encounters a mysterious man in Victorian London who believes himself to be the Doctor amid a Cybermen invasion.
  • A. The Name of the Doctor
    "The Name of the Doctor" is a 2013 episode of the British science fiction series Doctor Who that serves as the Series 7 finale and introduces the previously unseen incarnation known as the War Doctor.
  • B. The Three Doctors
    The Three Doctors is a 1972–73 Doctor Who serial that celebrated the show's tenth anniversary by uniting the first three incarnations of the Doctor to battle a powerful Time Lord enemy.
  • C. The Doctor Came at Dawn
    The Doctor Came at Dawn is a stark, minimalist 1996 indie folk album by Bill Callahan’s project Smog, known for its dark, introspective songwriting and lo-fi production.
  • D. Companions of the Doctor
    The Companions of the Doctor are the Doctor’s often-human allies in the long-running British sci-fi series "Doctor Who," who travel with the Time Lord, aiding in adventures across time and space while providing emotional grounding and perspective.
  • E. The Doctor and the Devils
    The Doctor and the Devils is a 1985 British horror film, produced by Thom Mount, that dramatizes grave-robbing and murder committed to supply cadavers for medical research in 19th-century Britain.
  • 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d5e5f881909c7c105827d41071 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48844a380819084c4627a95b4cb3c completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48b1e425481908da667914d1a71e6 completed March 13, 2026, 10:09 p.m.
NED2 Entity disambiguation (via description) batch_69b4aefb58448190b7d34343a5dbb0f6 completed March 14, 2026, 12:42 a.m.
Created at: March 8, 2026, 3:25 p.m.