Triple

T1913432
Position Surface form Disambiguated ID Type / Status
Subject Pahrump, Nevada E38161 entity
Predicate hasNearbyAttraction P2064 FINISHED
Object Front Sight Firearms Training Institute
Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
 E215841 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: Front Sight Firearms Training Institute | Statement: [Pahrump, Nevada, hasNearbyAttraction, Front Sight Firearms Training Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Front Sight Firearms Training Institute
Context triple: [Pahrump, Nevada, hasNearbyAttraction, Front Sight Firearms Training Institute]
  • A. DEA Training Academy
    The DEA Training Academy is the primary facility where the U.S. Drug Enforcement Administration trains its special agents and other personnel in law enforcement, investigative techniques, and drug control operations.
  • B. Picatinny Arsenal
    Picatinny Arsenal is a U.S. Army research, development, and manufacturing facility in New Jersey specializing in advanced weaponry and munitions systems.
  • C. Civilian Marksmanship Program
    The Civilian Marksmanship Program is a U.S. government-chartered, non-profit organization that promotes firearms safety training and marksmanship, primarily through competitions and educational programs for civilians.
  • D. Cobra Firearms
    Cobra Firearms is an American firearms manufacturer best known for producing inexpensive, compact derringer-style pistols and small defensive handguns.
  • E. FBI Academy
    The FBI Academy is the Federal Bureau of Investigation’s primary training facility, where new agents and intelligence analysts receive instruction in law enforcement, investigative techniques, and national security operations.
  • 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: Front Sight Firearms Training Institute
Triple: [Pahrump, Nevada, hasNearbyAttraction, Front Sight Firearms Training Institute]
Generated description
Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Front Sight Firearms Training Institute
Target entity description: Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
  • A. DEA Training Academy
    The DEA Training Academy is the primary facility where the U.S. Drug Enforcement Administration trains its special agents and other personnel in law enforcement, investigative techniques, and drug control operations.
  • B. Picatinny Arsenal
    Picatinny Arsenal is a U.S. Army research, development, and manufacturing facility in New Jersey specializing in advanced weaponry and munitions systems.
  • C. Civilian Marksmanship Program
    The Civilian Marksmanship Program is a U.S. government-chartered, non-profit organization that promotes firearms safety training and marksmanship, primarily through competitions and educational programs for civilians.
  • D. Cobra Firearms
    Cobra Firearms is an American firearms manufacturer best known for producing inexpensive, compact derringer-style pistols and small defensive handguns.
  • E. FBI Academy
    The FBI Academy is the Federal Bureau of Investigation’s primary training facility, where new agents and intelligence analysts receive instruction in law enforcement, investigative techniques, and national security operations.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1e26b948190aa194c30755ac5df completed March 7, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3d5972881908856b75b324a1ad2 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf44290748190b882559de536af09 completed March 8, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69adf4d0ac58819096659706ef0785d0 completed March 8, 2026, 10:14 p.m.
Created at: March 4, 2026, 7:35 p.m.