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.