Triple

T16723483
Position Surface form Disambiguated ID Type / Status
Subject Barry M. Goldwater Air Force Range E406406 entity
Predicate partOf P40 FINISHED
Object United States Air Force range system
The United States Air Force range system is a network of military training and testing ranges used to conduct air combat training, weapons testing, and other operational exercises for U.S. air forces.
E1231293 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: United States Air Force range system | Statement: [Barry M. Goldwater Air Force Range, partOf, United States Air Force range system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Air Force range system
Context triple: [Barry M. Goldwater Air Force Range, partOf, United States Air Force range system]
  • A. United States Space Force Eastern Range and Western Range system
    The United States Space Force Eastern Range and Western Range system is the pair of primary U.S. launch and test ranges that support military, intelligence, and commercial space operations from the East and West coasts.
  • B. Air Force Satellite Control Network
    The Air Force Satellite Control Network is a global system of ground stations and facilities that provides command, control, and communications for U.S. military and national security satellites.
  • C. Buffalo Soldier Electronic Test Range
    Buffalo Soldier Electronic Test Range is a U.S. Army testing and evaluation range at Fort Huachuca used for developing and assessing electronic, communications, and surveillance systems.
  • D. Marine Air Control System
    The Marine Air Control System is the integrated network of Marine Corps units, sensors, and command-and-control facilities that manages and directs Marine aviation operations in support of combat forces.
  • E. Air Force Test Center
    The Air Force Test Center is a major U.S. Air Force organization responsible for developmental test and evaluation of aircraft, weapons, and related systems, primarily based at Edwards Air Force Base.
  • 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: United States Air Force range system
Triple: [Barry M. Goldwater Air Force Range, partOf, United States Air Force range system]
Generated description
The United States Air Force range system is a network of military training and testing ranges used to conduct air combat training, weapons testing, and other operational exercises for U.S. air forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Air Force range system
Target entity description: The United States Air Force range system is a network of military training and testing ranges used to conduct air combat training, weapons testing, and other operational exercises for U.S. air forces.
  • A. United States Space Force Eastern Range and Western Range system
    The United States Space Force Eastern Range and Western Range system is the pair of primary U.S. launch and test ranges that support military, intelligence, and commercial space operations from the East and West coasts.
  • B. Air Force Satellite Control Network
    The Air Force Satellite Control Network is a global system of ground stations and facilities that provides command, control, and communications for U.S. military and national security satellites.
  • C. Buffalo Soldier Electronic Test Range
    Buffalo Soldier Electronic Test Range is a U.S. Army testing and evaluation range at Fort Huachuca used for developing and assessing electronic, communications, and surveillance systems.
  • D. Marine Air Control System
    The Marine Air Control System is the integrated network of Marine Corps units, sensors, and command-and-control facilities that manages and directs Marine aviation operations in support of combat forces.
  • E. Air Force Test Center
    The Air Force Test Center is a major U.S. Air Force organization responsible for developmental test and evaluation of aircraft, weapons, and related systems, primarily based at Edwards Air Force Base.
  • 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e38745d2048190b476e5aa83ec7fec completed April 18, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d43c49081908eca922da8f90793 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a00a19d8dc08190be5d750f71b083dc completed May 10, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_6a00a269cacc81909d084c5d3497a4e6 completed May 10, 2026, 3:21 p.m.
Created at: April 10, 2026, 5:20 a.m.