Triple

T12644947
Position Surface form Disambiguated ID Type / Status
Subject Donald Hamilton E301997 entity
Predicate notableWork P4 FINISHED
Object The Betrayers
The Betrayers is a spy novel in Donald Hamilton’s long-running Matt Helm series, featuring the hard-edged American agent on a mission filled with betrayal and Cold War intrigue.
E994306 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 Betrayers | Statement: [Donald Hamilton, notableWork, The Betrayers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Betrayers
Context triple: [Donald Hamilton, notableWork, The Betrayers]
  • A. The Great Betrayal
    The Great Betrayal is a political book by Pat Buchanan that critiques free trade and globalization from a nationalist, protectionist perspective.
  • B. The Traitor
    *The Traitor* is a 1630s Jacobean revenge tragedy by James Shirley, known for its intricate court intrigue, moral ambiguity, and exploration of political betrayal.
  • C. The Traitor
    The Traitor is a 2019 Italian biographical crime drama film that chronicles the life of Mafia turncoat Tommaso Buscetta and his pivotal role in the Maxi Trial against Cosa Nostra.
  • D. The Traitor
    The Traitor is a 1907 sequel novel by Thomas Dixon Jr. that continues his pro–Ku Klux Klan Reconstruction-era narratives, focusing on themes of racial conflict and Southern white supremacy.
  • E. Traitors’ Gate
    Traitors’ Gate is a historic watergate entrance to the Tower of London, infamous as the route by which many prisoners accused of treason were brought into the fortress.
  • 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 Betrayers
Triple: [Donald Hamilton, notableWork, The Betrayers]
Generated description
The Betrayers is a spy novel in Donald Hamilton’s long-running Matt Helm series, featuring the hard-edged American agent on a mission filled with betrayal and Cold War intrigue.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Betrayers
Target entity description: The Betrayers is a spy novel in Donald Hamilton’s long-running Matt Helm series, featuring the hard-edged American agent on a mission filled with betrayal and Cold War intrigue.
  • A. The Great Betrayal
    The Great Betrayal is a political book by Pat Buchanan that critiques free trade and globalization from a nationalist, protectionist perspective.
  • B. The Traitor
    *The Traitor* is a 1630s Jacobean revenge tragedy by James Shirley, known for its intricate court intrigue, moral ambiguity, and exploration of political betrayal.
  • C. The Traitor
    The Traitor is a 2019 Italian biographical crime drama film that chronicles the life of Mafia turncoat Tommaso Buscetta and his pivotal role in the Maxi Trial against Cosa Nostra.
  • D. The Traitor
    The Traitor is a 1907 sequel novel by Thomas Dixon Jr. that continues his pro–Ku Klux Klan Reconstruction-era narratives, focusing on themes of racial conflict and Southern white supremacy.
  • E. Traitors’ Gate
    Traitors’ Gate is a historic watergate entrance to the Tower of London, infamous as the route by which many prisoners accused of treason were brought into the fortress.
  • 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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9614bf2f881909976becdf747f4fb completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6687961d88190a605f17425ad7547 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6695372688190b09a2bb2e58cb546 completed May 2, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69f669fe4bc48190adba50ad58b10c45 completed May 2, 2026, 9:17 p.m.
Created at: April 9, 2026, 5:17 p.m.