Triple

T7556504
Position Surface form Disambiguated ID Type / Status
Subject Philippine Navy Modernization Program E178679 entity
Predicate acquisition P2511 FINISHED
Object Pohang-class corvettes
Pohang-class corvettes are South Korean-built coastal defense warships, originally designed for anti-submarine and patrol missions, that have been widely transferred to and operated by allied navies.
E673104 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: Pohang-class corvettes | Statement: [Philippine Navy Modernization Program, acquisition, Pohang-class corvettes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pohang-class corvettes
Context triple: [Philippine Navy Modernization Program, acquisition, Pohang-class corvettes]
  • A. 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.
  • B. 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.
  • C. Gepard-class frigate
    The Gepard-class frigate is a class of Russian multi-role warships designed for patrol, escort, and anti-submarine operations, used both by the Russian Navy and for export.
  • D. 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.
  • E. Hamina-class missile boat
    The Hamina-class missile boat is a class of fast, stealthy Finnish Navy combat vessels designed for coastal defense and equipped with advanced anti-ship and air-defense weaponry.
  • 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: Pohang-class corvettes
Triple: [Philippine Navy Modernization Program, acquisition, Pohang-class corvettes]
Generated description
Pohang-class corvettes are South Korean-built coastal defense warships, originally designed for anti-submarine and patrol missions, that have been widely transferred to and operated by allied navies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pohang-class corvettes
Target entity description: Pohang-class corvettes are South Korean-built coastal defense warships, originally designed for anti-submarine and patrol missions, that have been widely transferred to and operated by allied navies.
  • A. 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.
  • B. 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.
  • C. Gepard-class frigate
    The Gepard-class frigate is a class of Russian multi-role warships designed for patrol, escort, and anti-submarine operations, used both by the Russian Navy and for export.
  • D. 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.
  • E. Hamina-class missile boat
    The Hamina-class missile boat is a class of fast, stealthy Finnish Navy combat vessels designed for coastal defense and equipped with advanced anti-ship and air-defense weaponry.
  • 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_69c69f2da22c8190a50942ac20af70e8 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8d9ebe48190a08110695ce1eb55 completed March 27, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856c20258819081761699228b8ba3 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c858501a6c81909a2186c264509be5 completed March 28, 2026, 10:38 p.m.
NED2 Entity disambiguation (via description) batch_69c858c151b881908d112c426ba34827 completed March 28, 2026, 10:40 p.m.
Created at: March 27, 2026, 3:49 p.m.