Triple

T7850559

Position	Surface form	Disambiguated ID	Type / Status
Subject	Robert T. Herres	`E182039`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Commander, 449th Bombardment Wing Commander, 449th Bombardment Wing was a senior leadership role in a U.S. Air Force strategic bombardment unit responsible for overseeing its operations, training, and combat readiness.	`E699982`	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: Commander, 449th Bombardment Wing | Statement: [Robert T. Herres, positionHeld, Commander, 449th Bombardment Wing]

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

Target entity: Commander, 449th Bombardment Wing
Context triple: [Robert T. Herres, positionHeld, Commander, 449th Bombardment Wing]

A. Commander, 14th Air Force
The Commander, 14th Air Force is the senior officer responsible for leading and overseeing the U.S. Air Force’s space operations component formerly aligned under Air Force Space Command.
B. Commander, Fifth Air Force
The Commander, Fifth Air Force is the senior U.S. Air Force officer responsible for leading air operations in the Western Pacific, headquartered at Yokota Air Base in Japan.
C. Commander of Strategic Air Command
The Commander of Strategic Air Command was the senior U.S. Air Force officer responsible for overseeing America’s long-range nuclear bomber and missile forces during the Cold War.
D. Commander, Allied Air Forces, South West Pacific Area
The Commander, Allied Air Forces, South West Pacific Area was the senior Allied officer responsible for directing and coordinating air operations in the South West Pacific theater during World War II.
E. 89th Airlift Wing commander
The 89th Airlift Wing commander is the senior Air Force officer responsible for leading the wing that provides global special air mission airlift for the U.S. President, Vice President, and other high-ranking government officials.
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: Commander, 449th Bombardment Wing
Triple: [Robert T. Herres, positionHeld, Commander, 449th Bombardment Wing]

Generated description

Commander, 449th Bombardment Wing was a senior leadership role in a U.S. Air Force strategic bombardment unit responsible for overseeing its operations, training, and combat readiness.

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

Target entity: Commander, 449th Bombardment Wing
Target entity description: Commander, 449th Bombardment Wing was a senior leadership role in a U.S. Air Force strategic bombardment unit responsible for overseeing its operations, training, and combat readiness.

A. Commander, 14th Air Force
The Commander, 14th Air Force is the senior officer responsible for leading and overseeing the U.S. Air Force’s space operations component formerly aligned under Air Force Space Command.
B. Commander, Fifth Air Force
The Commander, Fifth Air Force is the senior U.S. Air Force officer responsible for leading air operations in the Western Pacific, headquartered at Yokota Air Base in Japan.
C. Commander of Strategic Air Command
The Commander of Strategic Air Command was the senior U.S. Air Force officer responsible for overseeing America’s long-range nuclear bomber and missile forces during the Cold War.
D. Commander, Allied Air Forces, South West Pacific Area
The Commander, Allied Air Forces, South West Pacific Area was the senior Allied officer responsible for directing and coordinating air operations in the South West Pacific theater during World War II.
E. 89th Airlift Wing commander
The 89th Airlift Wing commander is the senior Air Force officer responsible for leading the wing that provides global special air mission airlift for the U.S. President, Vice President, and other high-ranking government officials.
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_69ca82869ee08190b8f9040dbc2c0467`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69cb18eaac508190bf373b1d50b52e1e`	completed	March 31, 2026, 12:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cb5b0d95748190a202258214dda2ae`	completed	March 31, 2026, 5:26 a.m.
NEDg	Description generation	`batch_69cb762eab0881909c5035b3086dfdd9`	completed	March 31, 2026, 7:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69cbb801cc0c8190864d28e199eb5e67`	completed	March 31, 2026, 12:03 p.m.

Created at: March 30, 2026, 4:50 p.m.