Triple

T9129339

Position	Surface form	Disambiguated ID	Type / Status
Subject	Green Berets	`E219042`	entity
Predicate	selectionProcess	`P126`	FINISHED
Object	Special Forces Assessment and Selection Special Forces Assessment and Selection is the rigorous multi-week evaluation course used by the U.S. Army to identify and screen candidates for entry into the Green Berets.	`E779364`	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: Special Forces Assessment and Selection | Statement: [Green Berets, selectionProcess, Special Forces Assessment and Selection]

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

Target entity: Special Forces Assessment and Selection
Context triple: [Green Berets, selectionProcess, Special Forces Assessment and Selection]

A. Naval Special Warfare training continuum
The Naval Special Warfare training continuum is the comprehensive, multi-phase pipeline that develops and prepares Navy SEALs and other special warfare personnel from initial selection through advanced operational readiness.
B. Navy SEAL training pipeline
The Navy SEAL training pipeline is the rigorous, multi-phase process that transforms candidates into fully qualified SEAL operators through intense physical, mental, and tactical preparation.
C. Marine Corps infantry training pipeline
The Marine Corps infantry training pipeline is the structured sequence of courses and field exercises that transforms new Marines into combat-ready infantry through intensive weapons, tactics, and fieldcraft instruction.
D. Commando Selection Course
The Commando Selection Course is an elite, highly demanding assessment program used to identify and qualify candidates for service in Australia’s 1st Commando Regiment.
E. Commandement des forces spéciales Terre
Commandement des forces spéciales Terre is the French Army’s special forces command responsible for organizing, training, and deploying elite land-based special operations units.
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: Special Forces Assessment and Selection
Triple: [Green Berets, selectionProcess, Special Forces Assessment and Selection]

Generated description

Special Forces Assessment and Selection is the rigorous multi-week evaluation course used by the U.S. Army to identify and screen candidates for entry into the Green Berets.

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

Target entity: Special Forces Assessment and Selection
Target entity description: Special Forces Assessment and Selection is the rigorous multi-week evaluation course used by the U.S. Army to identify and screen candidates for entry into the Green Berets.

A. Naval Special Warfare training continuum
The Naval Special Warfare training continuum is the comprehensive, multi-phase pipeline that develops and prepares Navy SEALs and other special warfare personnel from initial selection through advanced operational readiness.
B. Navy SEAL training pipeline
The Navy SEAL training pipeline is the rigorous, multi-phase process that transforms candidates into fully qualified SEAL operators through intense physical, mental, and tactical preparation.
C. Marine Corps infantry training pipeline
The Marine Corps infantry training pipeline is the structured sequence of courses and field exercises that transforms new Marines into combat-ready infantry through intensive weapons, tactics, and fieldcraft instruction.
D. Commando Selection Course
The Commando Selection Course is an elite, highly demanding assessment program used to identify and qualify candidates for service in Australia’s 1st Commando Regiment.
E. Commandement des forces spéciales Terre
Commandement des forces spéciales Terre is the French Army’s special forces command responsible for organizing, training, and deploying elite land-based special operations units.
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_69ca83debfc0819095800583e97ab10f`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69cca8cc85b081908ee80db0e3b7df15`	completed	April 1, 2026, 5:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d030a934988190976aa359f9f902c3`	completed	April 3, 2026, 9:27 p.m.
NEDg	Description generation	`batch_69d032a7d9808190a4b3be86e49afb22`	completed	April 3, 2026, 9:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69d0337057048190af062152688599a1`	completed	April 3, 2026, 9:38 p.m.

Created at: March 30, 2026, 7:18 p.m.