Triple

T7393380

Position	Surface form	Disambiguated ID	Type / Status
Subject	Air Corps Tactical School	`E170556`	entity
Predicate	successor	`P78`	FINISHED
Object	Army Air Forces School of Applied Tactics The Army Air Forces School of Applied Tactics was a World War II–era U.S. Army Air Forces institution that developed and tested advanced air combat tactics, doctrine, and training for operational units.	`E665380`	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: Army Air Forces School of Applied Tactics | Statement: [Air Corps Tactical School, successor, Army Air Forces School of Applied Tactics]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Army Air Forces School of Applied Tactics
Context triple: [Air Corps Tactical School, successor, Army Air Forces School of Applied Tactics]

A. Air Corps Tactical School
The Air Corps Tactical School was a pre–World War II U.S. Army Air Corps institution that developed many of the foundational doctrines of modern airpower and strategic bombing.
B. United States Air Force Weapons School
The United States Air Force Weapons School is an elite USAF training institution that develops advanced tactics and provides graduate-level instruction to produce expert instructors and leaders in air, space, and cyber warfare.
C. Army Air Forces Training Command
The Army Air Forces Training Command was the World War II-era organization responsible for overseeing and conducting the training of United States Army Air Forces personnel, including pilots, aircrews, and ground support staff.
D. Squadron Officer School
Squadron Officer School is a United States Air Force professional military education institution that provides leadership and officership training to mid-career Air Force captains.
E. Airman Leadership School
Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
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: Army Air Forces School of Applied Tactics
Triple: [Air Corps Tactical School, successor, Army Air Forces School of Applied Tactics]

Generated description

The Army Air Forces School of Applied Tactics was a World War II–era U.S. Army Air Forces institution that developed and tested advanced air combat tactics, doctrine, and training for operational units.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Army Air Forces School of Applied Tactics
Target entity description: The Army Air Forces School of Applied Tactics was a World War II–era U.S. Army Air Forces institution that developed and tested advanced air combat tactics, doctrine, and training for operational units.

A. Air Corps Tactical School
The Air Corps Tactical School was a pre–World War II U.S. Army Air Corps institution that developed many of the foundational doctrines of modern airpower and strategic bombing.
B. United States Air Force Weapons School
The United States Air Force Weapons School is an elite USAF training institution that develops advanced tactics and provides graduate-level instruction to produce expert instructors and leaders in air, space, and cyber warfare.
C. Army Air Forces Training Command
The Army Air Forces Training Command was the World War II-era organization responsible for overseeing and conducting the training of United States Army Air Forces personnel, including pilots, aircrews, and ground support staff.
D. Squadron Officer School
Squadron Officer School is a United States Air Force professional military education institution that provides leadership and officership training to mid-career Air Force captains.
E. Airman Leadership School
Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
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_69c68a5e2c9081909e713ce866e0060a`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f2263b48819089319a2a2f0d3357`	completed	March 27, 2026, 9:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c82772400881908d6b11b60a1443bb`	completed	March 28, 2026, 7:09 p.m.
NEDg	Description generation	`batch_69c828c8b0588190a5a99380dc25d837`	completed	March 28, 2026, 7:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69c8296962b48190b9f5cc4a66b93b91`	completed	March 28, 2026, 7:18 p.m.

Created at: March 27, 2026, 3:09 p.m.