Triple

T3378160
Position Surface form Disambiguated ID Type / Status
Subject UNIT E71115 entity
Predicate firstAppearance P795 FINISHED
Object Doctor Who serial "The Invasion"
"The Invasion" is a classic eight-part 1968 Doctor Who serial featuring the Second Doctor, notable for its modern-day Earth setting, Cybermen invasion plot, and introduction of the military organization UNIT.
E354406 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: Doctor Who serial "The Invasion" | Statement: [UNIT, firstAppearance, Doctor Who serial "The Invasion"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who serial "The Invasion"
Context triple: [UNIT, firstAppearance, Doctor Who serial "The Invasion"]
  • A. Doctor Who serial "Spearhead from Space"
    "Spearhead from Space" is a classic 1970 Doctor Who serial that introduced Jon Pertwee as the Third Doctor and marked the show's first use of colour and all-film production.
  • B. Doctor Who serial "The Daemons"
    "The Daemons" is a highly regarded 1971 five-part serial from the British science fiction television series Doctor Who, featuring the Third Doctor confronting occult forces in an English village that turn out to have an alien origin.
  • C. Doctor Who serial "Doctor Who and the Krikkitmen"
    "Doctor Who and the Krikkitmen" is an unproduced Doctor Who serial by Douglas Adams that later served as the basis for elements of his novel "Life, the Universe and Everything."
  • D. Doctor Who story "City of Death"
    "City of Death" is a highly regarded 1979 Doctor Who serial featuring the Fourth Doctor in a time-twisting adventure in Paris involving art theft, alien duplicity, and the origins of humanity.
  • E. Doctor Who episode "Village of the Angels"
    "Village of the Angels" is a 2021 episode of the British sci-fi series Doctor Who that features the terrifying Weeping Angels in a suspenseful, horror-tinged storyline.
  • 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: Doctor Who serial "The Invasion"
Triple: [UNIT, firstAppearance, Doctor Who serial "The Invasion"]
Generated description
"The Invasion" is a classic eight-part 1968 Doctor Who serial featuring the Second Doctor, notable for its modern-day Earth setting, Cybermen invasion plot, and introduction of the military organization UNIT.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who serial "The Invasion"
Target entity description: "The Invasion" is a classic eight-part 1968 Doctor Who serial featuring the Second Doctor, notable for its modern-day Earth setting, Cybermen invasion plot, and introduction of the military organization UNIT.
  • A. Doctor Who serial "Spearhead from Space"
    "Spearhead from Space" is a classic 1970 Doctor Who serial that introduced Jon Pertwee as the Third Doctor and marked the show's first use of colour and all-film production.
  • B. Doctor Who serial "The Daemons"
    "The Daemons" is a highly regarded 1971 five-part serial from the British science fiction television series Doctor Who, featuring the Third Doctor confronting occult forces in an English village that turn out to have an alien origin.
  • C. Doctor Who serial "Doctor Who and the Krikkitmen"
    "Doctor Who and the Krikkitmen" is an unproduced Doctor Who serial by Douglas Adams that later served as the basis for elements of his novel "Life, the Universe and Everything."
  • D. Doctor Who story "City of Death"
    "City of Death" is a highly regarded 1979 Doctor Who serial featuring the Fourth Doctor in a time-twisting adventure in Paris involving art theft, alien duplicity, and the origins of humanity.
  • E. Doctor Who episode "Village of the Angels"
    "Village of the Angels" is a 2021 episode of the British sci-fi series Doctor Who that features the terrifying Weeping Angels in a suspenseful, horror-tinged storyline.
  • 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_69b34bc17dd881908fc5fb0d4a23f40f completed March 12, 2026, 11:26 p.m.
NEDg Description generation batch_69b34e45a6c08190a0011eaa60f3d50a completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34eba517881908806b1ac285448ff completed March 12, 2026, 11:39 p.m.
Created at: March 8, 2026, 3:13 p.m.