Triple

T4572341
Position Surface form Disambiguated ID Type / Status
Subject Toshiko Sato E123059 entity
Predicate appearsInEpisode P795 FINISHED
Object To the Last Man
"To the Last Man" is an episode of the British science fiction series Torchwood that centers on time displacement, moral dilemmas, and the emotional cost of saving the world.
E454050 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: To the Last Man | Statement: [Toshiko Sato, appearsInEpisode, To the Last Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: To the Last Man
Context triple: [Toshiko Sato, appearsInEpisode, To the Last Man]
  • A. Y: The Last Man
    Y: The Last Man is a post-apocalyptic science fiction comic book series (and later TV adaptation) about the lone surviving man and his monkey after a mysterious event wipes out every other male mammal on Earth.
  • B. the last man
    The last man is a symbolic figure in Nietzsche's "Thus Spoke Zarathustra" representing a complacent, comfort-seeking, and spiritually stagnant human type that contrasts with the striving, self-overcoming ideal of the Übermensch.
  • C. The Man Who Finally Died
    The Man Who Finally Died is a 1963 British thriller film, based on a television serial, about a man investigating his supposedly dead father's mysterious past in a small Bavarian town.
  • D. The Last Man
    The Last Man is a pioneering 1826 science fiction novel by Mary Shelley that portrays a future world devastated by plague and explores themes of isolation, loss, and the end of humanity.
  • E. Skirmishes of an Untimely Man
    Skirmishes of an Untimely Man is a section of Friedrich Nietzsche’s philosophical work *Twilight of the Idols* in which he presents a series of brief, polemical reflections critiquing contemporary culture, morality, and philosophy.
  • 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: To the Last Man
Triple: [Toshiko Sato, appearsInEpisode, To the Last Man]
Generated description
"To the Last Man" is an episode of the British science fiction series Torchwood that centers on time displacement, moral dilemmas, and the emotional cost of saving the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: To the Last Man
Target entity description: "To the Last Man" is an episode of the British science fiction series Torchwood that centers on time displacement, moral dilemmas, and the emotional cost of saving the world.
  • A. Y: The Last Man
    Y: The Last Man is a post-apocalyptic science fiction comic book series (and later TV adaptation) about the lone surviving man and his monkey after a mysterious event wipes out every other male mammal on Earth.
  • B. the last man
    The last man is a symbolic figure in Nietzsche's "Thus Spoke Zarathustra" representing a complacent, comfort-seeking, and spiritually stagnant human type that contrasts with the striving, self-overcoming ideal of the Übermensch.
  • C. The Man Who Finally Died
    The Man Who Finally Died is a 1963 British thriller film, based on a television serial, about a man investigating his supposedly dead father's mysterious past in a small Bavarian town.
  • D. The Last Man
    The Last Man is a pioneering 1826 science fiction novel by Mary Shelley that portrays a future world devastated by plague and explores themes of isolation, loss, and the end of humanity.
  • E. Skirmishes of an Untimely Man
    Skirmishes of an Untimely Man is a section of Friedrich Nietzsche’s philosophical work *Twilight of the Idols* in which he presents a series of brief, polemical reflections critiquing contemporary culture, morality, and philosophy.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58c711408190a2b096daf57e6eac completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3d709308190aeb6a71a9dabdd3c completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd49a9b2081909843c6c53ee1cbdc completed March 20, 2026, 11:13 p.m.
NED2 Entity disambiguation (via description) batch_69bdd513d36c81909958dabb1acbe094 completed March 20, 2026, 11:15 p.m.
Created at: March 20, 2026, 1:10 p.m.