Triple

T7442946

Position	Surface form	Disambiguated ID	Type / Status
Subject	Republic of Singapore Navy	`E171798`	entity
Predicate	hasShipType	`P11978`	FINISHED
Object	Bedok-class mine countermeasures vessel The Bedok-class mine countermeasures vessel is a class of specialized naval ships designed for detecting, classifying, and neutralizing naval mines, operated by the Republic of Singapore Navy.	`E665545`	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: Bedok-class mine countermeasures vessel | Statement: [Republic of Singapore Navy, hasShipType, Bedok-class mine countermeasures vessel]

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

Target entity: Bedok-class mine countermeasures vessel
Context triple: [Republic of Singapore Navy, hasShipType, Bedok-class mine countermeasures vessel]

A. Armidale-class patrol boat
The Armidale-class patrol boat is a class of Royal Australian Navy coastal patrol vessels designed primarily for border protection, fisheries patrol, and maritime security operations around Australia’s northern waters.
B. Arafura-class offshore patrol vessel
The Arafura-class offshore patrol vessel is a modern class of Australian-built warships designed for maritime patrol, border protection, and constabulary duties in the country’s northern and regional waters.
C. Saryu-class patrol vessel
The Saryu-class patrol vessel is a series of offshore patrol ships of the Indian Navy designed for maritime surveillance, coastal and offshore security, and fleet support operations.
D. Del Pilar-class offshore patrol vessel
The Del Pilar-class offshore patrol vessel is a class of large, ocean-going patrol ships used by the Philippine Navy for maritime security, surveillance, and exclusive economic zone protection.
E. Buyan-class corvette
The Buyan-class corvette is a class of small, Russian Navy missile-armed warships designed for littoral operations and capable of launching long-range cruise missiles.
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: Bedok-class mine countermeasures vessel
Triple: [Republic of Singapore Navy, hasShipType, Bedok-class mine countermeasures vessel]

Generated description

The Bedok-class mine countermeasures vessel is a class of specialized naval ships designed for detecting, classifying, and neutralizing naval mines, operated by the Republic of Singapore Navy.

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

Target entity: Bedok-class mine countermeasures vessel
Target entity description: The Bedok-class mine countermeasures vessel is a class of specialized naval ships designed for detecting, classifying, and neutralizing naval mines, operated by the Republic of Singapore Navy.

A. Armidale-class patrol boat
The Armidale-class patrol boat is a class of Royal Australian Navy coastal patrol vessels designed primarily for border protection, fisheries patrol, and maritime security operations around Australia’s northern waters.
B. Arafura-class offshore patrol vessel
The Arafura-class offshore patrol vessel is a modern class of Australian-built warships designed for maritime patrol, border protection, and constabulary duties in the country’s northern and regional waters.
C. Saryu-class patrol vessel
The Saryu-class patrol vessel is a series of offshore patrol ships of the Indian Navy designed for maritime surveillance, coastal and offshore security, and fleet support operations.
D. Del Pilar-class offshore patrol vessel
The Del Pilar-class offshore patrol vessel is a class of large, ocean-going patrol ships used by the Philippine Navy for maritime security, surveillance, and exclusive economic zone protection.
E. Buyan-class corvette
The Buyan-class corvette is a class of small, Russian Navy missile-armed warships designed for littoral operations and capable of launching long-range cruise missiles.
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_69c68a65402881908f7869368eb746fb`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f36d0fbc81908cb7cfe99f80de08`	completed	March 27, 2026, 9:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8279c9cec8190bde450f845f7d0ea`	completed	March 28, 2026, 7:10 p.m.
NEDg	Description generation	`batch_69c828c8b0588190a5a99380dc25d837`	completed	March 28, 2026, 7:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69c8296962b48190b9f5cc4a66b93b91`	completed	March 28, 2026, 7:18 p.m.

Created at: March 27, 2026, 3:13 p.m.