Triple
T8420220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Malaysian Navy |
E198828
|
entity |
| Predicate | patrolVesselClassOperated |
P62605
|
FINISHED |
| Object |
Littoral Mission Ship
The Littoral Mission Ship is a class of modern, modular warships designed for flexible operations in coastal and near-shore waters, including patrol, surveillance, and maritime security missions.
|
E665542
|
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: Littoral Mission Ship | Statement: [Royal Malaysian Navy, patrolVesselClassOperated, Littoral Mission Ship]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Littoral Mission Ship Context triple: [Royal Malaysian Navy, patrolVesselClassOperated, Littoral Mission Ship]
-
A.
Independence-class littoral mission vessel
The Independence-class littoral mission vessel is a class of modern, modular warships designed for coastal security, patrol, and multi-mission operations in the Republic of Singapore Navy.
-
B.
Benham-class destroyer
The Benham-class destroyer was a group of U.S. Navy warships built in the late 1930s that featured improved torpedo armament and served extensively during World War II.
-
C.
Kamorta-class corvette
The Kamorta-class corvette is a class of Indian-built anti-submarine warfare stealth corvettes designed for coastal and blue-water operations.
-
D.
Formidable-class frigate
The Formidable-class frigate is a class of stealth-capable, multi-role guided-missile warships designed for advanced air, surface, and underwater warfare operations.
-
E.
Fearless-class patrol vessel
The Fearless-class patrol vessel is a class of coastal patrol ships designed for maritime security, surveillance, and patrol operations, primarily 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: Littoral Mission Ship Triple: [Royal Malaysian Navy, patrolVesselClassOperated, Littoral Mission Ship]
Generated description
The Littoral Mission Ship is a class of modern, modular warships designed for flexible operations in coastal and near-shore waters, including patrol, surveillance, and maritime security missions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Littoral Mission Ship Target entity description: The Littoral Mission Ship is a class of modern, modular warships designed for flexible operations in coastal and near-shore waters, including patrol, surveillance, and maritime security missions.
-
A.
Independence-class littoral mission vessel
chosen
The Independence-class littoral mission vessel is a class of modern, modular warships designed for coastal security, patrol, and multi-mission operations in the Republic of Singapore Navy.
-
B.
Benham-class destroyer
The Benham-class destroyer was a group of U.S. Navy warships built in the late 1930s that featured improved torpedo armament and served extensively during World War II.
-
C.
Kamorta-class corvette
The Kamorta-class corvette is a class of Indian-built anti-submarine warfare stealth corvettes designed for coastal and blue-water operations.
-
D.
Formidable-class frigate
The Formidable-class frigate is a class of stealth-capable, multi-role guided-missile warships designed for advanced air, surface, and underwater warfare operations.
-
E.
Fearless-class patrol vessel
The Fearless-class patrol vessel is a class of coastal patrol ships designed for maritime security, surveillance, and patrol operations, primarily operated by the Republic of Singapore Navy.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: patrolVesselClassOperated Context triple: [Royal Malaysian Navy, patrolVesselClassOperated, Littoral Mission Ship]
-
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.
shipClass
Indicates the classification or type category to which a particular ship belongs.
-
D.
shipTypeProduced
Indicates that a particular type of ship is produced, built, or manufactured by a given entity.
-
E.
commissionedShip
Indicates that a ship has been formally placed into active service, typically following its construction or acquisition.
- 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_69ce1d469a148190a6f018f758cba5eb |
completed | April 2, 2026, 7:39 a.m. |
| NEDg | Description generation | batch_69ce1e3a269481908ea191ff28ea1313 |
completed | April 2, 2026, 7:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1ef9fb208190a50b4d8a595f5fdb |
completed | April 2, 2026, 7:47 a.m. |
| PD | Predicate disambiguation | batch_69cb70d70ea081909c3dc1bd2ec14f85 |
completed | March 31, 2026, 6:59 a.m. |
Created at: March 30, 2026, 6:06 p.m.