Triple

T1714604
Position Surface form Disambiguated ID Type / Status
Subject The Dark Tower series E37261 entity
Predicate lastBook P10601 FINISHED
Object The Dark Tower VII: The Dark Tower
The Dark Tower VII: The Dark Tower is Stephen King’s climactic fantasy novel that concludes Roland Deschain’s epic quest to reach the Dark Tower and resolve the fate of his world.
E217804 NE FINISHED

How this triple was built (5 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 Dark Tower VII: The Dark Tower | Statement: [The Dark Tower series, lastBook, The Dark Tower VII: The Dark Tower]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Dark Tower VII: The Dark Tower
Context triple: [The Dark Tower series, lastBook, The Dark Tower VII: The Dark Tower]
  • A. The Dark Tower: The Gunslinger
    The Dark Tower: The Gunslinger is a dark fantasy novel by Stephen King that introduces Roland Deschain, a lone gunslinger on a quest through a desolate, Western-inspired world toward the enigmatic Dark Tower.
  • B. The Dark Tower VI: Song of Susannah
    The Dark Tower VI: Song of Susannah is the sixth novel in Stephen King’s Dark Tower fantasy series, focusing on Susannah Dean’s struggle with possession and the ka-tet’s fractured journey toward the Dark Tower.
  • C. The Dark Tower: The Wind Through the Keyhole
    The Dark Tower: The Wind Through the Keyhole is a fantasy novel by Stephen King that serves as an interquel in his Dark Tower saga, blending a mid-quest adventure with a nested fairy-tale-style story.
  • D. The Dark Tower V: Wolves of the Calla
    The Dark Tower V: Wolves of the Calla is a fantasy-horror novel by Stephen King that continues Roland Deschain’s quest by focusing on a besieged farming village and deepening the series’ blend of Western, dark fantasy, and meta-fiction.
  • E. The Dark Tower III: The Waste Lands
    The Dark Tower III: The Waste Lands is a fantasy-horror novel by Stephen King that continues Roland Deschain’s quest toward the Dark Tower, blending Western, post-apocalyptic, and metaphysical elements.
  • 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 Dark Tower VII: The Dark Tower
Triple: [The Dark Tower series, lastBook, The Dark Tower VII: The Dark Tower]
Generated description
The Dark Tower VII: The Dark Tower is Stephen King’s climactic fantasy novel that concludes Roland Deschain’s epic quest to reach the Dark Tower and resolve the fate of his world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Dark Tower VII: The Dark Tower
Target entity description: The Dark Tower VII: The Dark Tower is Stephen King’s climactic fantasy novel that concludes Roland Deschain’s epic quest to reach the Dark Tower and resolve the fate of his world.
  • A. The Dark Tower: The Gunslinger
    The Dark Tower: The Gunslinger is a dark fantasy novel by Stephen King that introduces Roland Deschain, a lone gunslinger on a quest through a desolate, Western-inspired world toward the enigmatic Dark Tower.
  • B. The Dark Tower VI: Song of Susannah
    The Dark Tower VI: Song of Susannah is the sixth novel in Stephen King’s Dark Tower fantasy series, focusing on Susannah Dean’s struggle with possession and the ka-tet’s fractured journey toward the Dark Tower.
  • C. The Dark Tower: The Wind Through the Keyhole
    The Dark Tower: The Wind Through the Keyhole is a fantasy novel by Stephen King that serves as an interquel in his Dark Tower saga, blending a mid-quest adventure with a nested fairy-tale-style story.
  • D. The Dark Tower V: Wolves of the Calla
    The Dark Tower V: Wolves of the Calla is a fantasy-horror novel by Stephen King that continues Roland Deschain’s quest by focusing on a besieged farming village and deepening the series’ blend of Western, dark fantasy, and meta-fiction.
  • E. The Dark Tower III: The Waste Lands
    The Dark Tower III: The Waste Lands is a fantasy-horror novel by Stephen King that continues Roland Deschain’s quest toward the Dark Tower, blending Western, post-apocalyptic, and metaphysical elements.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: lastBook
Context triple: [The Dark Tower series, lastBook, The Dark Tower VII: The Dark Tower]
  • A. book
    Indicates that an agent reserves or schedules a service, event, or resource for future use.
  • B. lastEdition chosen
    Indicates that one entity is the most recent or final edition/version within a series or sequence of editions.
  • C. hasBook
    Indicates that an entity possesses, owns, or is associated with a particular book.
  • D. containsBook
    Indicates that one entity (typically a container or collection) includes a specific book as part of its contents.
  • E. lastSession
    Indicates that one session is the final or most recent session associated with a given entity or sequence of sessions.
  • F. None of above.

Provenance (6 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_69a8861912dc8190931af43b4b9158a7 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69ab7521878c8190b9e7739b8c3fc705 completed March 7, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3b9a2f4819082ca2e9f838f7b9e completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf79bddf48190909bdcee31b55379 completed March 8, 2026, 10:26 p.m.
NED2 Entity disambiguation (via description) batch_69adf8153e5881908acc441f68623890 completed March 8, 2026, 10:28 p.m.
PD Predicate disambiguation batch_69aa61bd46d48190915500d75a9d8e94 completed March 6, 2026, 5:10 a.m.
Created at: March 4, 2026, 7:30 p.m.