Triple

T7838166
Position Surface form Disambiguated ID Type / Status
Subject M16 rifle E181737 entity
Predicate designer P184 FINISHED
Object ArmaLite
ArmaLite is an American small arms engineering company best known for pioneering lightweight, modular rifles such as the AR-15, which formed the basis for the M16 used by the U.S. military.
 E696103 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: ArmaLite | Statement: [M16 rifle, designer, ArmaLite]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ArmaLite
Context triple: [M16 rifle, designer, ArmaLite]
  • A. Savage Arms
    Savage Arms is an American firearms manufacturer known for producing rifles, shotguns, and historically contributing to iconic weapons such as the Thompson submachine gun.
  • B. Springfield Armory
    Springfield Armory was a historic United States firearms manufacturing and military small arms research facility in Springfield, Massachusetts, that played a central role in American arms production from the Revolutionary War through the 20th century.
  • C. Cobra Firearms
    Cobra Firearms is an American firearms manufacturer best known for producing inexpensive, compact derringer-style pistols and small defensive handguns.
  • D. 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.
  • E. Beretta
    Beretta is a historic Italian firearms manufacturer renowned worldwide for its pistols, shotguns, and military small arms.
  • 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: ArmaLite
Triple: [M16 rifle, designer, ArmaLite]
Generated description
ArmaLite is an American small arms engineering company best known for pioneering lightweight, modular rifles such as the AR-15, which formed the basis for the M16 used by the U.S. military.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ArmaLite
Target entity description: ArmaLite is an American small arms engineering company best known for pioneering lightweight, modular rifles such as the AR-15, which formed the basis for the M16 used by the U.S. military.
  • A. Savage Arms
    Savage Arms is an American firearms manufacturer known for producing rifles, shotguns, and historically contributing to iconic weapons such as the Thompson submachine gun.
  • B. Springfield Armory
    Springfield Armory was a historic United States firearms manufacturing and military small arms research facility in Springfield, Massachusetts, that played a central role in American arms production from the Revolutionary War through the 20th century.
  • C. Cobra Firearms
    Cobra Firearms is an American firearms manufacturer best known for producing inexpensive, compact derringer-style pistols and small defensive handguns.
  • D. 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.
  • E. Beretta
    Beretta is a historic Italian firearms manufacturer renowned worldwide for its pistols, shotguns, and military small arms.
  • 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_69ca8284a25c8190a1a20afad30da792 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb14c336f08190a21a3fcaa7269457 completed March 31, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5ab573c88190bf6a1745ca5cc7b5 completed March 31, 2026, 5:25 a.m.
NEDg Description generation batch_69cb5ded0284819086c40a379b52a5bd completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb765db28881909ac34071ec6889b3 completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:46 p.m.