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.