Triple

T14164944

Position	Surface form	Disambiguated ID	Type / Status
Subject	Brazilian Army	`E351048`	entity
Predicate	trainingInstitution	`P2858`	FINISHED
Object	Escola de Sargentos das Armas Escola de Sargentos das Armas is the Brazilian Army’s main military academy responsible for training and forming non-commissioned officers in various combat and support specialties.	`E1086388`	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: Escola de Sargentos das Armas | Statement: [Brazilian Army, trainingInstitution, Escola de Sargentos das Armas]

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

Target entity: Escola de Sargentos das Armas
Context triple: [Brazilian Army, trainingInstitution, Escola de Sargentos das Armas]

A. Escola de Comando e Estado-Maior do Exército
Escola de Comando e Estado-Maior do Exército is the Brazilian Army’s premier staff and command college responsible for advanced professional military education and leadership development of its officers.
B. United States Army Drill Sergeant Academy
The United States Army Drill Sergeant Academy is the specialized training institution responsible for preparing and certifying noncommissioned officers to serve as drill sergeants who train new Army recruits.
C. School of Infantry – West
School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
D. United States Army Sergeants Major Academy
The United States Army Sergeants Major Academy is the Army’s premier institution for educating and developing senior noncommissioned officers in leadership, operations, and professional military skills.
E. First Sergeant Academy
The First Sergeant Academy is a professional military education institution that prepares senior noncommissioned officers to serve as first sergeants, focusing on leadership, discipline, and unit readiness.
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: Escola de Sargentos das Armas
Triple: [Brazilian Army, trainingInstitution, Escola de Sargentos das Armas]

Generated description

Escola de Sargentos das Armas is the Brazilian Army’s main military academy responsible for training and forming non-commissioned officers in various combat and support specialties.

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

Target entity: Escola de Sargentos das Armas
Target entity description: Escola de Sargentos das Armas is the Brazilian Army’s main military academy responsible for training and forming non-commissioned officers in various combat and support specialties.

A. Escola de Comando e Estado-Maior do Exército
Escola de Comando e Estado-Maior do Exército is the Brazilian Army’s premier staff and command college responsible for advanced professional military education and leadership development of its officers.
B. United States Army Drill Sergeant Academy
The United States Army Drill Sergeant Academy is the specialized training institution responsible for preparing and certifying noncommissioned officers to serve as drill sergeants who train new Army recruits.
C. School of Infantry – West
School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
D. United States Army Sergeants Major Academy
The United States Army Sergeants Major Academy is the Army’s premier institution for educating and developing senior noncommissioned officers in leadership, operations, and professional military skills.
E. First Sergeant Academy
The First Sergeant Academy is a professional military education institution that prepares senior noncommissioned officers to serve as first sergeants, focusing on leadership, discipline, and unit readiness.
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_69de61b207cc8190b85b1ff0910b54da`	completed	April 14, 2026, 3:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd193dbbcc819082043d92c174164c`	completed	May 7, 2026, 10:59 p.m.
NEDg	Description generation	`batch_69fd1d57dfa88190a4cd9b6fceddbc3b`	completed	May 7, 2026, 11:16 p.m.
NED2	Entity disambiguation (via description)	`batch_69fd1e267dcc819087a24cbfea2736db`	completed	May 7, 2026, 11:20 p.m.

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