Triple

T8494141
Position Surface form Disambiguated ID Type / Status
Subject The Weapon Shops of Isher E201051 entity
Predicate hasSequel P1961 FINISHED
Object The Weapon Makers
The Weapon Makers is a science fiction novel by A. E. van Vogt that continues the saga of the Weapon Shops and their struggle against the authoritarian Isher 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: [The Weapon Shops of Isher, hasSequel, The Weapon Makers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Weapon Makers
Context triple: [The Weapon Shops of Isher, hasSequel, The Weapon Makers]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. The Spearhead
    The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
  • E. The Armed Vision
    The Armed Vision is a critical work by Stanley Edgar Hyman that examines and interprets major trends and figures in modern literary criticism.
  • 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: [The Weapon Shops of Isher, hasSequel, The Weapon Makers]
Generated description
The Weapon Makers is a science fiction novel by A. E. van Vogt that continues the saga of the Weapon Shops and their struggle against the authoritarian Isher 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 science fiction novel by A. E. van Vogt that continues the saga of the Weapon Shops and their struggle against the authoritarian Isher Empire.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. The Spearhead
    The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
  • E. The Armed Vision
    The Armed Vision is a critical work by Stanley Edgar Hyman that examines and interprets major trends and figures in modern literary criticism.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe57c01f881908cb77c8c834ac08d completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4df8f78c81908c83d7d5ac996504 completed April 2, 2026, 11:07 a.m.
NEDg Description generation batch_69ce4ff668d4819081f4c3186437291b completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54cc52cc81908ca48c93956ca86e completed April 2, 2026, 11:36 a.m.
Created at: March 30, 2026, 6:13 p.m.