Triple

T15944350
Position Surface form Disambiguated ID Type / Status
Subject FN Herstal E386645 entity
Predicate subsidiaryBrand P11471 FINISHED
Object Browning Arms Company
Browning Arms Company is an American firearms and outdoor products manufacturer renowned for its hunting rifles, shotguns, and pistols, operating as a brand under the Belgian defense group FN Herstal.
E1186071 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: Browning Arms Company | Statement: [FN Herstal, subsidiaryBrand, Browning Arms Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Browning Arms Company
Context triple: [FN Herstal, subsidiaryBrand, Browning Arms Company]
  • A. Remington Arms
    Remington Arms is a historic American firearms and ammunition manufacturer known for producing a wide range of rifles, shotguns, and handguns for civilian, military, and law enforcement use.
  • B. Winchester Repeating Arms Company
    Winchester Repeating Arms Company is a historic American firearms manufacturer renowned for its lever-action rifles and other iconic military and sporting arms.
  • C. Maxim Gun Company
    Maxim Gun Company was the arms manufacturer founded by inventor Hiram Maxim to produce and market the Maxim machine gun, one of the first fully automatic weapons.
  • D. Colt's Manufacturing Company
    Colt's Manufacturing Company is a historic American firearms manufacturer renowned for iconic revolvers and pistols that have significantly influenced military, law enforcement, and civilian small arms worldwide.
  • E. Federal Cartridge Company
    Federal Cartridge Company is a prominent American manufacturer of ammunition and related shooting products for sporting, law enforcement, and military markets.
  • 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: Browning Arms Company
Triple: [FN Herstal, subsidiaryBrand, Browning Arms Company]
Generated description
Browning Arms Company is an American firearms and outdoor products manufacturer renowned for its hunting rifles, shotguns, and pistols, operating as a brand under the Belgian defense group FN Herstal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Browning Arms Company
Target entity description: Browning Arms Company is an American firearms and outdoor products manufacturer renowned for its hunting rifles, shotguns, and pistols, operating as a brand under the Belgian defense group FN Herstal.
  • A. Remington Arms
    Remington Arms is a historic American firearms and ammunition manufacturer known for producing a wide range of rifles, shotguns, and handguns for civilian, military, and law enforcement use.
  • B. Winchester Repeating Arms Company
    Winchester Repeating Arms Company is a historic American firearms manufacturer renowned for its lever-action rifles and other iconic military and sporting arms.
  • C. Maxim Gun Company
    Maxim Gun Company was the arms manufacturer founded by inventor Hiram Maxim to produce and market the Maxim machine gun, one of the first fully automatic weapons.
  • D. Colt's Manufacturing Company
    Colt's Manufacturing Company is a historic American firearms manufacturer renowned for iconic revolvers and pistols that have significantly influenced military, law enforcement, and civilian small arms worldwide.
  • E. Federal Cartridge Company
    Federal Cartridge Company is a prominent American manufacturer of ammunition and related shooting products for sporting, law enforcement, and military markets.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d016588190ae368197dfa7d43a completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe76df6481909f8246099faa377a completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf61b2ec81909c0f32613bb91a82 completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfddd0348190baab794f613c71bf completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.