Triple

T8494128
Position Surface form Disambiguated ID Type / Status
Subject The Weapon Shops of Isher E201051 entity
Predicate centralOrganization P36509 FINISHED
Object Weapon Shops
Weapon Shops are a powerful, quasi-independent network of arms dealers in A. E. van Vogt’s Isher universe, famed for selling advanced, citizen-protecting weapons that cannot be used for aggression.
E737219 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: Weapon Shops | Statement: [The Weapon Shops of Isher, centralOrganization, Weapon Shops]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Weapon Shops
Context triple: [The Weapon Shops of Isher, centralOrganization, Weapon Shops]
  • A. American Arms Supermarket
    "American Arms Supermarket" is a book by Michael Klare that analyzes the global arms trade and its political, economic, and security implications.
  • B. Sarge's Surplus Hut
    Sarge's Surplus Hut is a military-themed merchandise shop in Disney California Adventure's Cars Land, styled after the character Sarge from Pixar's Cars films.
  • C. Trading Bay
    Trading Bay is a coastal embayment along Alaska’s Cook Inlet, known for its tidal flats, oil and gas activity, and importance to local marine ecosystems.
  • D. Bond Store
    Bond Store is a historic waterfront building in Hobart, Tasmania, now used as part of the Tasmanian Museum and Art Gallery’s exhibition and gallery spaces.
  • E. Company Shops
    Company Shops was the original name of the railroad-centered settlement that later became the city of Burlington, North Carolina.
  • 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: Weapon Shops
Triple: [The Weapon Shops of Isher, centralOrganization, Weapon Shops]
Generated description
Weapon Shops are a powerful, quasi-independent network of arms dealers in A. E. van Vogt’s Isher universe, famed for selling advanced, citizen-protecting weapons that cannot be used for aggression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Weapon Shops
Target entity description: Weapon Shops are a powerful, quasi-independent network of arms dealers in A. E. van Vogt’s Isher universe, famed for selling advanced, citizen-protecting weapons that cannot be used for aggression.
  • A. American Arms Supermarket
    "American Arms Supermarket" is a book by Michael Klare that analyzes the global arms trade and its political, economic, and security implications.
  • B. Sarge's Surplus Hut
    Sarge's Surplus Hut is a military-themed merchandise shop in Disney California Adventure's Cars Land, styled after the character Sarge from Pixar's Cars films.
  • C. Trading Bay
    Trading Bay is a coastal embayment along Alaska’s Cook Inlet, known for its tidal flats, oil and gas activity, and importance to local marine ecosystems.
  • D. Bond Store
    Bond Store is a historic waterfront building in Hobart, Tasmania, now used as part of the Tasmanian Museum and Art Gallery’s exhibition and gallery spaces.
  • E. Company Shops
    Company Shops was the original name of the railroad-centered settlement that later became the city of Burlington, North Carolina.
  • 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_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_69ce3a5c260c8190bc7012a04363d260 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3ca3be5c8190844e54805e9acaeb completed April 2, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69ce3d4e92e88190a90ba1567c569b00 completed April 2, 2026, 9:56 a.m.
Created at: March 30, 2026, 6:13 p.m.