Triple
T8420219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Malaysian Navy |
E198828
|
entity |
| Predicate | offshorePatrolVesselClassOperated |
P62605
|
FINISHED |
| Object |
Kedah-class offshore patrol vessel
The Kedah-class offshore patrol vessel is a class of modern, German-designed patrol ships built for Malaysia, featuring advanced sensors and modular capabilities for maritime surveillance and exclusive economic zone protection.
|
E732235
|
NE FINISHED |
How this triple was built (5 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: Kedah-class offshore patrol vessel | Statement: [Royal Malaysian Navy, offshorePatrolVesselClassOperated, Kedah-class offshore patrol vessel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kedah-class offshore patrol vessel Context triple: [Royal Malaysian Navy, offshorePatrolVesselClassOperated, Kedah-class offshore patrol vessel]
-
A.
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.
-
B.
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.
-
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.
Alcaraz-class offshore patrol vessel
The Alcaraz-class offshore patrol vessel is a class of modern patrol ships used by the Philippine Navy for maritime security, territorial defense, and law enforcement operations in Philippine waters.
-
E.
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.
- 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: Kedah-class offshore patrol vessel Triple: [Royal Malaysian Navy, offshorePatrolVesselClassOperated, Kedah-class offshore patrol vessel]
Generated description
The Kedah-class offshore patrol vessel is a class of modern, German-designed patrol ships built for Malaysia, featuring advanced sensors and modular capabilities for maritime surveillance and exclusive economic zone protection.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kedah-class offshore patrol vessel Target entity description: The Kedah-class offshore patrol vessel is a class of modern, German-designed patrol ships built for Malaysia, featuring advanced sensors and modular capabilities for maritime surveillance and exclusive economic zone protection.
-
A.
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.
-
B.
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.
-
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.
Alcaraz-class offshore patrol vessel
The Alcaraz-class offshore patrol vessel is a class of modern patrol ships used by the Philippine Navy for maritime security, territorial defense, and law enforcement operations in Philippine waters.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: offshorePatrolVesselClassOperated Context triple: [Royal Malaysian Navy, offshorePatrolVesselClassOperated, Kedah-class offshore patrol vessel]
-
A.
operatesVessel
Indicates that an agent is responsible for controlling, managing, or running the operation of a vessel.
-
B.
fleetTypeOperated
chosen
Indicates that an entity operates or manages a particular type or category of fleet.
-
C.
commissionedShip
Indicates that a ship has been formally placed into active service, typically following its construction or acquisition.
-
D.
shipTypeProduced
Indicates that a particular type of ship is produced, built, or manufactured by a given entity.
-
E.
shipClass
Indicates the classification or type category to which a particular ship belongs.
- F. None of above.
Provenance (6 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_69ca8312d63c8190bf133b676b44a385 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb84c941988190884a5c0cbb44bcc2 |
completed | March 31, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce03476b288190b3df8f9f4d502ea8 |
completed | April 2, 2026, 5:48 a.m. |
| NEDg | Description generation | batch_69ce0782b0dc8190bf971eacb3b4582c |
completed | April 2, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce0854ce788190a209f229d504c038 |
completed | April 2, 2026, 6:10 a.m. |
| PD | Predicate disambiguation | batch_69cb70d70ea081909c3dc1bd2ec14f85 |
completed | March 31, 2026, 6:59 a.m. |
Created at: March 30, 2026, 6:06 p.m.