Triple

T6981326

Position	Surface form	Disambiguated ID	Type / Status
Subject	HMAS Kuttabul	`E161851`	entity
Predicate	usedBy	`P260`	FINISHED
Object	Royal Australian Navy submarine service The Royal Australian Navy submarine service is the branch of Australia’s naval forces responsible for operating and maintaining the nation’s fleet of submarines and conducting undersea warfare and surveillance operations.	`E28920`	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: Royal Australian Navy submarine service | Statement: [HMAS Kuttabul, usedBy, Royal Australian Navy submarine service]

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

Target entity: Royal Australian Navy submarine service
Context triple: [HMAS Kuttabul, usedBy, Royal Australian Navy submarine service]

A. Royal Australian Navy
The Royal Australian Navy is the naval branch of the Australian Defence Force, responsible for maritime defense, security, and operations using a modern fleet of surface ships, submarines, and aircraft.
B. Royal Australian Naval Reserve
The Royal Australian Naval Reserve is the volunteer reserve force of the Royal Australian Navy, providing trained personnel to support naval operations in times of need.
C. Royal Navy Submarine Service
The Royal Navy Submarine Service is the underwater warfare branch of the United Kingdom's Royal Navy, operating the nation's fleet of nuclear-powered attack and ballistic missile submarines.
D. Submarine Service
The Submarine Service is the underwater warfare branch of the Pakistan Navy, responsible for operating and maintaining the country's fleet of submarines and conducting covert maritime operations.
E. Royal Australian Navy Training Command
The Royal Australian Navy Training Command is the central authority responsible for overseeing and coordinating the education and training of personnel across the Royal Australian Navy.
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: Royal Australian Navy submarine service
Triple: [HMAS Kuttabul, usedBy, Royal Australian Navy submarine service]

Generated description

The Royal Australian Navy submarine service is the branch of Australia’s naval forces responsible for operating and maintaining the nation’s fleet of submarines and conducting undersea warfare and surveillance operations.

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

Target entity: Royal Australian Navy submarine service
Target entity description: The Royal Australian Navy submarine service is the branch of Australia’s naval forces responsible for operating and maintaining the nation’s fleet of submarines and conducting undersea warfare and surveillance operations.

A. Royal Australian Navy chosen
The Royal Australian Navy is the naval branch of the Australian Defence Force, responsible for maritime defense, security, and operations using a modern fleet of surface ships, submarines, and aircraft.
B. Royal Australian Naval Reserve
The Royal Australian Naval Reserve is the volunteer reserve force of the Royal Australian Navy, providing trained personnel to support naval operations in times of need.
C. Royal Navy Submarine Service
The Royal Navy Submarine Service is the underwater warfare branch of the United Kingdom's Royal Navy, operating the nation's fleet of nuclear-powered attack and ballistic missile submarines.
D. Submarine Service
The Submarine Service is the underwater warfare branch of the Pakistan Navy, responsible for operating and maintaining the country's fleet of submarines and conducting covert maritime operations.
E. Royal Australian Navy Training Command
The Royal Australian Navy Training Command is the central authority responsible for overseeing and coordinating the education and training of personnel across the Royal Australian Navy.
F. None of above.

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_69c68855dc0481909b4c7e9e9ed273db`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6db6d3f3c8190b0121f7934440c34`	completed	March 27, 2026, 7:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c761c0ecd88190a684392aa6daf267`	completed	March 28, 2026, 5:06 a.m.
NEDg	Description generation	`batch_69c76275a5f08190b71a59694ef4a1fd`	completed	March 28, 2026, 5:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69c762ee1a048190ada3e6fd850e468b`	completed	March 28, 2026, 5:11 a.m.

Created at: March 27, 2026, 2:31 p.m.