Triple

T8964109
Position Surface form Disambiguated ID Type / Status
Subject A. E. van Vogt E214082 entity
Predicate notableWork P4 FINISHED
Object The Weapon Makers
The Weapon Makers is a classic science fiction novel by A. E. van Vogt that explores themes of power, rebellion, and advanced technology within a far-future galactic empire.
E201051 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 Weapon Makers | Statement: [A. E. van Vogt, notableWork, The Weapon Makers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Weapon Makers
Context triple: [A. E. van Vogt, notableWork, The Weapon Makers]
  • A. The Weapon
    The Weapon is a film featuring American actor Steve Cochran, known for his tough-guy roles in mid-20th-century crime and drama movies.
  • B. The Garden of Weapons
    The Garden of Weapons is a Cold War espionage novel by British author John Gardner, featuring his recurring character Herbie Kruger in a tense tale of intelligence and betrayal in divided Berlin.
  • C. Amongst Our Weapons
    Amongst Our Weapons is an urban fantasy novel in Ben Aaronovitch’s Rivers of London series, following magical police investigations in contemporary London.
  • D. The Weapon Shops of Isher
    The Weapon Shops of Isher is a classic science fiction novel by A. E. van Vogt, renowned for its depiction of a powerful, independent network of weapon dealers that symbolizes resistance to authoritarian government.
  • E. Weapon of Choice
    Weapon of Choice is a hit song by British DJ and producer Norman Cook, better known as Fatboy Slim, famous for its funk-driven sound and its iconic music video featuring actor Christopher Walken dancing and flying through a hotel.
  • 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 Weapon Makers
Triple: [A. E. van Vogt, notableWork, The Weapon Makers]
Generated description
The Weapon Makers is a classic science fiction novel by A. E. van Vogt that explores themes of power, rebellion, and advanced technology within a far-future galactic empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Weapon Makers
Target entity description: The Weapon Makers is a classic science fiction novel by A. E. van Vogt that explores themes of power, rebellion, and advanced technology within a far-future galactic empire.
  • A. The Weapon
    The Weapon is a film featuring American actor Steve Cochran, known for his tough-guy roles in mid-20th-century crime and drama movies.
  • B. The Garden of Weapons
    The Garden of Weapons is a Cold War espionage novel by British author John Gardner, featuring his recurring character Herbie Kruger in a tense tale of intelligence and betrayal in divided Berlin.
  • C. Amongst Our Weapons
    Amongst Our Weapons is an urban fantasy novel in Ben Aaronovitch’s Rivers of London series, following magical police investigations in contemporary London.
  • D. The Weapon Shops of Isher chosen
    The Weapon Shops of Isher is a classic science fiction novel by A. E. van Vogt, renowned for its depiction of a powerful, independent network of weapon dealers that symbolizes resistance to authoritarian government.
  • E. Weapon of Choice
    Weapon of Choice is a hit song by British DJ and producer Norman Cook, better known as Fatboy Slim, famous for its funk-driven sound and its iconic music video featuring actor Christopher Walken dancing and flying through a hotel.
  • F. None of above.

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_69ca839cd6008190a1546a701a56710c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc674b06f08190b2d992674a093592 completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0a31bd88190b8bf836ea44c99f5 completed April 3, 2026, 2:37 p.m.
NEDg Description generation batch_69cfd33fb218819096828580bdbb11ba completed April 3, 2026, 2:48 p.m.
NED2 Entity disambiguation (via description) batch_69cfd38f9bb8819087917e7d173f01a5 completed April 3, 2026, 2:49 p.m.
Created at: March 30, 2026, 7:01 p.m.