Triple

T823820

Position	Surface form	Disambiguated ID	Type / Status
Subject	Royal Marines	`E17807`	entity
Predicate	trainingLocation	`P40`	FINISHED
Object	Commando Training Centre Royal Marines, Lympstone Commando Training Centre Royal Marines, Lympstone is the principal British Royal Marines base where recruits and officers undergo their core commando training.	`E98462`	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: Commando Training Centre Royal Marines, Lympstone | Statement: [Royal Marines, trainingLocation, Commando Training Centre Royal Marines, Lympstone]

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

Target entity: Commando Training Centre Royal Marines, Lympstone
Context triple: [Royal Marines, trainingLocation, Commando Training Centre Royal Marines, Lympstone]

A. Marine Raider Training Center
The Marine Raider Training Center is the U.S. Marine Corps’ primary special operations schoolhouse responsible for selecting, training, and preparing Marine Raiders for missions worldwide.
B. Naval Officer Training Centre Venture
Naval Officer Training Centre Venture is a Royal Canadian Navy institution in Esquimalt, British Columbia, responsible for the initial training and professional development of naval officers.
C. Britannia Royal Naval College Dartmouth
Britannia Royal Naval College Dartmouth is the Royal Navy’s principal officer training academy in Dartmouth, Devon, renowned for preparing naval officers through rigorous academic, leadership, and maritime instruction.
D. Marine Corps Recruit Depot Parris Island
Marine Corps Recruit Depot Parris Island is a major U.S. Marine Corps installation in South Carolina that serves as one of the primary boot camps for enlisted Marine recruits.
E. Royal Military College, Sandhurst
The Royal Military College, Sandhurst is the British Army’s premier officer training academy, renowned for producing many of the United Kingdom’s most prominent military and political leaders.
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: Commando Training Centre Royal Marines, Lympstone
Triple: [Royal Marines, trainingLocation, Commando Training Centre Royal Marines, Lympstone]

Generated description

Commando Training Centre Royal Marines, Lympstone is the principal British Royal Marines base where recruits and officers undergo their core commando training.

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

Target entity: Commando Training Centre Royal Marines, Lympstone
Target entity description: Commando Training Centre Royal Marines, Lympstone is the principal British Royal Marines base where recruits and officers undergo their core commando training.

A. Marine Raider Training Center
The Marine Raider Training Center is the U.S. Marine Corps’ primary special operations schoolhouse responsible for selecting, training, and preparing Marine Raiders for missions worldwide.
B. Naval Officer Training Centre Venture
Naval Officer Training Centre Venture is a Royal Canadian Navy institution in Esquimalt, British Columbia, responsible for the initial training and professional development of naval officers.
C. Britannia Royal Naval College Dartmouth
Britannia Royal Naval College Dartmouth is the Royal Navy’s principal officer training academy in Dartmouth, Devon, renowned for preparing naval officers through rigorous academic, leadership, and maritime instruction.
D. Marine Corps Recruit Depot Parris Island
Marine Corps Recruit Depot Parris Island is a major U.S. Marine Corps installation in South Carolina that serves as one of the primary boot camps for enlisted Marine recruits.
E. Royal Military College, Sandhurst
The Royal Military College, Sandhurst is the British Army’s premier officer training academy, renowned for producing many of the United Kingdom’s most prominent military and political leaders.
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_69a4937c9c188190aaa216f6b466f452`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4ab7d3984819089aefbf12d3b3c2c`	completed	March 1, 2026, 9:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a76d93af548190818c14a370e0914a`	completed	March 3, 2026, 11:24 p.m.
NEDg	Description generation	`batch_69a781f5536c81908175d58b6b75adba`	completed	March 4, 2026, 12:51 a.m.
NED2	Entity disambiguation (via description)	`batch_69a7860e656c8190a08a9999662ba1f1`	completed	March 4, 2026, 1:08 a.m.

Created at: March 1, 2026, 7:38 p.m.