Triple

T14161168

Position	Surface form	Disambiguated ID	Type / Status
Subject	SETAF-AF	`E350947`	entity
Predicate	subordinateUnit	`P258`	FINISHED
Object	414th Contracting Support Brigade The 414th Contracting Support Brigade is a U.S. Army unit responsible for providing contracting and procurement support to military operations, particularly in support of Army Africa and Southern European Task Force missions.	`E1084200`	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: 414th Contracting Support Brigade | Statement: [SETAF-AF, subordinateUnit, 414th Contracting Support Brigade]

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

Target entity: 414th Contracting Support Brigade
Context triple: [SETAF-AF, subordinateUnit, 414th Contracting Support Brigade]

A. 148th Brigade Support Battalion
The 148th Brigade Support Battalion is a logistics and sustainment unit of the Georgia Army National Guard that provides supply, maintenance, medical, and transportation support to its assigned brigade.
B. 4th Sustainment Brigade
The 4th Sustainment Brigade is a U.S. Army logistics and support formation responsible for providing supply, maintenance, transportation, and sustainment operations for combat and support units.
C. 4th Security Force Assistance Brigade
The 4th Security Force Assistance Brigade is a U.S. Army unit specialized in training, advising, and assisting foreign security forces.
D. 136th Maneuver Enhancement Brigade
The 136th Maneuver Enhancement Brigade is a Texas Army National Guard unit responsible for providing command and control, protection, and support capabilities to enhance the freedom of movement and operational effectiveness of military forces.
E. 36th Sustainment Brigade
The 36th Sustainment Brigade is a Texas Army National Guard logistics and support formation responsible for providing supply, maintenance, transportation, and sustainment operations for military forces.
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: 414th Contracting Support Brigade
Triple: [SETAF-AF, subordinateUnit, 414th Contracting Support Brigade]

Generated description

The 414th Contracting Support Brigade is a U.S. Army unit responsible for providing contracting and procurement support to military operations, particularly in support of Army Africa and Southern European Task Force missions.

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

Target entity: 414th Contracting Support Brigade
Target entity description: The 414th Contracting Support Brigade is a U.S. Army unit responsible for providing contracting and procurement support to military operations, particularly in support of Army Africa and Southern European Task Force missions.

A. 148th Brigade Support Battalion
The 148th Brigade Support Battalion is a logistics and sustainment unit of the Georgia Army National Guard that provides supply, maintenance, medical, and transportation support to its assigned brigade.
B. 4th Sustainment Brigade
The 4th Sustainment Brigade is a U.S. Army logistics and support formation responsible for providing supply, maintenance, transportation, and sustainment operations for combat and support units.
C. 4th Security Force Assistance Brigade
The 4th Security Force Assistance Brigade is a U.S. Army unit specialized in training, advising, and assisting foreign security forces.
D. 136th Maneuver Enhancement Brigade
The 136th Maneuver Enhancement Brigade is a Texas Army National Guard unit responsible for providing command and control, protection, and support capabilities to enhance the freedom of movement and operational effectiveness of military forces.
E. 36th Sustainment Brigade
The 36th Sustainment Brigade is a Texas Army National Guard logistics and support formation responsible for providing supply, maintenance, transportation, and sustainment operations for military forces.
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_69d8278775fc8190b0802d22ca2f495d`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de61393f308190bb357e2bd1916f94`	completed	April 14, 2026, 3:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fcf7f166988190a96d01fb4bd1438e`	completed	May 7, 2026, 8:37 p.m.
NEDg	Description generation	`batch_69fd05f31d9c81908b12befa499fae08`	completed	May 7, 2026, 9:36 p.m.
NED2	Entity disambiguation (via description)	`batch_69fd068196fc8190b0c5620c754d2a5c`	completed	May 7, 2026, 9:39 p.m.

Created at: April 10, 2026, 12:59 a.m.