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.