Triple

T1580999
Position Surface form Disambiguated ID Type / Status
Subject Philippine Navy E33760 entity
Predicate hasShipClass P3141 FINISHED
Object Tarlac-class landing platform dock
The Tarlac-class landing platform dock is a class of amphibious warfare ships used by the Philippine Navy for troop transport, logistics, and humanitarian assistance and disaster response operations.
E182582 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: Tarlac-class landing platform dock | Statement: [Philippine Navy, hasShipClass, Tarlac-class landing platform dock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tarlac-class landing platform dock
Context triple: [Philippine Navy, hasShipClass, Tarlac-class landing platform dock]
  • A. Jose Rizal-class frigate
    The Jose Rizal-class frigate is a modern guided-missile warship class serving as one of the Philippine Navy’s primary surface combatants, designed for multi-role operations including anti-air, anti-surface, and anti-submarine warfare.
  • 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. 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.
  • D. Balao class
    The Balao class was a World War II–era class of U.S. Navy diesel-electric submarines known for their improved diving depth, range, and significant role in the Pacific submarine campaign.
  • E. Canberra-class landing helicopter dock
    The Canberra-class landing helicopter dock is a class of large amphibious assault ships that serve as the Royal Australian Navy’s primary helicopter carriers and expeditionary warfare platforms.
  • 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: Tarlac-class landing platform dock
Triple: [Philippine Navy, hasShipClass, Tarlac-class landing platform dock]
Generated description
The Tarlac-class landing platform dock is a class of amphibious warfare ships used by the Philippine Navy for troop transport, logistics, and humanitarian assistance and disaster response operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tarlac-class landing platform dock
Target entity description: The Tarlac-class landing platform dock is a class of amphibious warfare ships used by the Philippine Navy for troop transport, logistics, and humanitarian assistance and disaster response operations.
  • A. Jose Rizal-class frigate
    The Jose Rizal-class frigate is a modern guided-missile warship class serving as one of the Philippine Navy’s primary surface combatants, designed for multi-role operations including anti-air, anti-surface, and anti-submarine warfare.
  • 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. 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.
  • D. Balao class
    The Balao class was a World War II–era class of U.S. Navy diesel-electric submarines known for their improved diving depth, range, and significant role in the Pacific submarine campaign.
  • E. Canberra-class landing helicopter dock
    The Canberra-class landing helicopter dock is a class of large amphibious assault ships that serve as the Royal Australian Navy’s primary helicopter carriers and expeditionary warfare platforms.
  • 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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abaffad4748190995fec39bc8d7a1f completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51b2b4d4819093f2ae3759838757 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad52b1243c8190b65c1f09ee9e2f02 completed March 8, 2026, 10:42 a.m.
NED2 Entity disambiguation (via description) batch_69ad53257d948190ac1dd9071726c9b5 completed March 8, 2026, 10:44 a.m.
Created at: March 4, 2026, 7:27 p.m.