Triple

T4864482

Position	Surface form	Disambiguated ID	Type / Status
Subject	111th Military Intelligence Brigade	`E108734`	entity
Predicate	subordinateUnit	`P258`	FINISHED
Object	305th Military Intelligence Battalion (Initial Entry Training) The 305th Military Intelligence Battalion (Initial Entry Training) is a U.S. Army unit responsible for training new soldiers in military intelligence skills under the 111th Military Intelligence Brigade.	`E475616`	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: 305th Military Intelligence Battalion (Initial Entry Training) | Statement: [111th Military Intelligence Brigade, subordinateUnit, 305th Military Intelligence Battalion (Initial Entry Training)]

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

Target entity: 305th Military Intelligence Battalion (Initial Entry Training)
Context triple: [111th Military Intelligence Brigade, subordinateUnit, 305th Military Intelligence Battalion (Initial Entry Training)]

A. 221st Expeditionary Military Intelligence Battalion
The 221st Expeditionary Military Intelligence Battalion is a Georgia Army National Guard unit specializing in the collection, analysis, and dissemination of military intelligence to support operational commanders.
B. 500th Military Intelligence Brigade
The 500th Military Intelligence Brigade is a U.S. Army unit based in the Pacific region that conducts intelligence collection, analysis, and support operations for theater-level commanders.
C. Infantry Training Battalion
Infantry Training Battalion is a U.S. Marine Corps training unit responsible for transforming newly graduated Marines into combat-ready infantry through intensive advanced instruction and field exercises.
D. 501st Military Intelligence Brigade
The 501st Military Intelligence Brigade is a U.S. Army unit that conducts intelligence collection, analysis, and support operations, primarily focused on the Asia-Pacific region.
E. Weapons and Field Training Battalion
Weapons and Field Training Battalion is a U.S. Marine Corps unit responsible for providing recruits with marksmanship, weapons handling, and field combat training at Marine Corps Recruit Depot Parris Island.
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: 305th Military Intelligence Battalion (Initial Entry Training)
Triple: [111th Military Intelligence Brigade, subordinateUnit, 305th Military Intelligence Battalion (Initial Entry Training)]

Generated description

The 305th Military Intelligence Battalion (Initial Entry Training) is a U.S. Army unit responsible for training new soldiers in military intelligence skills under the 111th Military Intelligence Brigade.

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

Target entity: 305th Military Intelligence Battalion (Initial Entry Training)
Target entity description: The 305th Military Intelligence Battalion (Initial Entry Training) is a U.S. Army unit responsible for training new soldiers in military intelligence skills under the 111th Military Intelligence Brigade.

A. 221st Expeditionary Military Intelligence Battalion
The 221st Expeditionary Military Intelligence Battalion is a Georgia Army National Guard unit specializing in the collection, analysis, and dissemination of military intelligence to support operational commanders.
B. 500th Military Intelligence Brigade
The 500th Military Intelligence Brigade is a U.S. Army unit based in the Pacific region that conducts intelligence collection, analysis, and support operations for theater-level commanders.
C. Infantry Training Battalion
Infantry Training Battalion is a U.S. Marine Corps training unit responsible for transforming newly graduated Marines into combat-ready infantry through intensive advanced instruction and field exercises.
D. 501st Military Intelligence Brigade
The 501st Military Intelligence Brigade is a U.S. Army unit that conducts intelligence collection, analysis, and support operations, primarily focused on the Asia-Pacific region.
E. Weapons and Field Training Battalion
Weapons and Field Training Battalion is a U.S. Marine Corps unit responsible for providing recruits with marksmanship, weapons handling, and field combat training at Marine Corps Recruit Depot Parris Island.
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_69bd440b965081908b0557721cae6338`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd6d7718e48190af4c0d1abfa87795`	completed	March 20, 2026, 3:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be5cfdb3248190a16a5f3fb97d4950`	completed	March 21, 2026, 8:55 a.m.
NEDg	Description generation	`batch_69be607df6648190be22b5bc0d6531b4`	completed	March 21, 2026, 9:10 a.m.
NED2	Entity disambiguation (via description)	`batch_69be611da7c08190b644cfbcb30741fc`	completed	March 21, 2026, 9:13 a.m.

Created at: March 20, 2026, 1:26 p.m.