Triple

T519633
Position Surface form Disambiguated ID Type / Status
Subject Rangers E10783 entity
Predicate trainingIncludes P2902 FINISHED
Object Airborne School
Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
E64680 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: Airborne School | Statement: [Rangers, trainingIncludes, Airborne School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Airborne School
Context triple: [Rangers, trainingIncludes, Airborne School]
  • A. Advanced Flying Training School
    The Advanced Flying Training School is a Belgian Air Force unit responsible for providing advanced pilot instruction and preparing aircrew for operational service.
  • B. Training Wing 1
    Training Wing 1 is the English designation for Lehrgeschwader 1, a Luftwaffe wing of the German Air Force active during World War II.
  • C. Bird Academy
    Bird Academy is an online learning platform offering bird-related courses and educational resources created by the Cornell Lab of Ornithology.
  • D. Aviation Unit
    The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
  • E. United States Air Force Test Pilot School
    The United States Air Force Test Pilot School is the Air Force’s premier institution for training experimental test pilots, combat systems officers, and flight test engineers in the planning, execution, and reporting of flight test and evaluation of aerospace systems.
  • 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: Airborne School
Triple: [Rangers, trainingIncludes, Airborne School]
Generated description
Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Airborne School
Target entity description: Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
  • A. Advanced Flying Training School
    The Advanced Flying Training School is a Belgian Air Force unit responsible for providing advanced pilot instruction and preparing aircrew for operational service.
  • B. Training Wing 1
    Training Wing 1 is the English designation for Lehrgeschwader 1, a Luftwaffe wing of the German Air Force active during World War II.
  • C. Bird Academy
    Bird Academy is an online learning platform offering bird-related courses and educational resources created by the Cornell Lab of Ornithology.
  • D. Aviation Unit
    The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
  • E. United States Air Force Test Pilot School
    The United States Air Force Test Pilot School is the Air Force’s premier institution for training experimental test pilots, combat systems officers, and flight test engineers in the planning, execution, and reporting of flight test and evaluation of aerospace systems.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1a00a6c8190a62dc7c901c2f2ff completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a6feef408190b6e3f6fec95c36e7 completed March 1, 2026, 8:52 p.m.
NEDg Description generation batch_69a4a77d8f8481909de13ef3fc7dbbcb completed March 1, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69a4a7e66ba881908413b647eee4f0da completed March 1, 2026, 8:56 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.