Triple

T7556505

Position	Surface form	Disambiguated ID	Type / Status
Subject	Philippine Navy Modernization Program	`E178679`	entity
Predicate	acquisition	`P2511`	FINISHED
Object	FAIC-M / Acero-class fast attack interdiction craft The FAIC-M / Acero-class fast attack interdiction craft is a modern, missile-capable patrol and interdiction vessel designed to enhance the Philippine Navy’s coastal defense, littoral warfare, and maritime security operations.	`E673105`	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: FAIC-M / Acero-class fast attack interdiction craft | Statement: [Philippine Navy Modernization Program, acquisition, FAIC-M / Acero-class fast attack interdiction craft]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: FAIC-M / Acero-class fast attack interdiction craft
Context triple: [Philippine Navy Modernization Program, acquisition, FAIC-M / Acero-class fast attack interdiction craft]

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. 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.
C. Tarantul-class corvette
The Tarantul-class corvette is a Soviet-designed small missile ship known for its high-speed, anti-ship missile capabilities and widespread service in various navies.
D. Serna-class landing craft
The Serna-class landing craft is a Russian Navy amphibious vessel class designed for high-speed transport and beach landing of troops, vehicles, and equipment, notably used within formations such as the Caspian Flotilla.
E. 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.
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: FAIC-M / Acero-class fast attack interdiction craft
Triple: [Philippine Navy Modernization Program, acquisition, FAIC-M / Acero-class fast attack interdiction craft]

Generated description

The FAIC-M / Acero-class fast attack interdiction craft is a modern, missile-capable patrol and interdiction vessel designed to enhance the Philippine Navy’s coastal defense, littoral warfare, and maritime security operations.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: FAIC-M / Acero-class fast attack interdiction craft
Target entity description: The FAIC-M / Acero-class fast attack interdiction craft is a modern, missile-capable patrol and interdiction vessel designed to enhance the Philippine Navy’s coastal defense, littoral warfare, and maritime security operations.

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. 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.
C. Tarantul-class corvette
The Tarantul-class corvette is a Soviet-designed small missile ship known for its high-speed, anti-ship missile capabilities and widespread service in various navies.
D. Serna-class landing craft
The Serna-class landing craft is a Russian Navy amphibious vessel class designed for high-speed transport and beach landing of troops, vehicles, and equipment, notably used within formations such as the Caspian Flotilla.
E. 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.
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.