Triple

T13620256

Position	Surface form	Disambiguated ID	Type / Status
Subject	45th Infantry Brigade Combat Team	`E325430`	entity
Predicate	hasSubunit	`P747`	FINISHED
Object	45th Brigade Special Troops Battalion The 45th Brigade Special Troops Battalion is a multifunctional support unit within the U.S. Army’s 45th Infantry Brigade Combat Team, providing specialized capabilities such as engineering, intelligence, communications, and security.	`E1051814`	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: 45th Brigade Special Troops Battalion | Statement: [45th Infantry Brigade Combat Team, hasSubunit, 45th Brigade Special Troops Battalion]

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

Target entity: 45th Brigade Special Troops Battalion
Context triple: [45th Infantry Brigade Combat Team, hasSubunit, 45th Brigade Special Troops Battalion]

A. 48th Brigade Special Troops Battalion
The 48th Brigade Special Troops Battalion is a specialized support unit of the U.S. Army National Guard that provides engineering, intelligence, signal, and other combat support capabilities to the 48th Infantry Brigade Combat Team.
B. 4th Brigade Special Troops Battalion
The 4th Brigade Special Troops Battalion is a U.S. Army battalion that provided combat support and specialized technical capabilities to the 4th Brigade Combat Team of the 101st Airborne Division.
C. 345th Military Intelligence Battalion
The 345th Military Intelligence Battalion is a U.S. Army Reserve unit that conducts military intelligence collection and analysis in support of operational and strategic missions.
D. 5th Special Forces Brigade
The 5th Special Forces Brigade is an elite South Korean Army special operations unit specializing in unconventional warfare, counter-terrorism, and high-risk missions under the Republic of Korea Special Warfare Command.
E. 45th Infantry Brigade Combat Team
The 45th Infantry Brigade Combat Team is a major Oklahoma Army National Guard infantry formation that provides trained, combat-ready forces for state and federal missions.
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: 45th Brigade Special Troops Battalion
Triple: [45th Infantry Brigade Combat Team, hasSubunit, 45th Brigade Special Troops Battalion]

Generated description

The 45th Brigade Special Troops Battalion is a multifunctional support unit within the U.S. Army’s 45th Infantry Brigade Combat Team, providing specialized capabilities such as engineering, intelligence, communications, and security.

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

Target entity: 45th Brigade Special Troops Battalion
Target entity description: The 45th Brigade Special Troops Battalion is a multifunctional support unit within the U.S. Army’s 45th Infantry Brigade Combat Team, providing specialized capabilities such as engineering, intelligence, communications, and security.

A. 48th Brigade Special Troops Battalion
The 48th Brigade Special Troops Battalion is a specialized support unit of the U.S. Army National Guard that provides engineering, intelligence, signal, and other combat support capabilities to the 48th Infantry Brigade Combat Team.
B. 4th Brigade Special Troops Battalion
The 4th Brigade Special Troops Battalion is a U.S. Army battalion that provided combat support and specialized technical capabilities to the 4th Brigade Combat Team of the 101st Airborne Division.
C. 345th Military Intelligence Battalion
The 345th Military Intelligence Battalion is a U.S. Army Reserve unit that conducts military intelligence collection and analysis in support of operational and strategic missions.
D. 5th Special Forces Brigade
The 5th Special Forces Brigade is an elite South Korean Army special operations unit specializing in unconventional warfare, counter-terrorism, and high-risk missions under the Republic of Korea Special Warfare Command.
E. 45th Infantry Brigade Combat Team
The 45th Infantry Brigade Combat Team is a major Oklahoma Army National Guard infantry formation that provides trained, combat-ready forces for state and federal missions.
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_69d8076aae28819092cf636190ee5529`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbb0b0c9008190836242da2d6a8cbe`	completed	April 12, 2026, 2:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f77fa0b81c819094e2fa209ef9857c`	completed	May 3, 2026, 5:02 p.m.
NEDg	Description generation	`batch_69f783c24d088190ad53fa2d33a255c9`	completed	May 3, 2026, 5:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69f78452e8bc8190a55f2be349fe718f`	completed	May 3, 2026, 5:22 p.m.

Created at: April 9, 2026, 9:50 p.m.