Triple

T22147668
Position Surface form Disambiguated ID Type / Status
Subject Operation Talwar E547328 entity
Predicate uses P98 FINISHED
Object Indian Navy frigates — NE NERFINISHED

How this triple was built (3 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: Indian Navy frigates | Statement: [Operation Talwar, uses, Indian Navy frigates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Indian Navy frigates
Context triple: [Operation Talwar, uses, Indian Navy frigates]
  • A. Talwar-class frigate
    The Talwar-class frigate is a class of stealth-capable guided-missile frigates built for the Indian Navy, based on modified Russian designs and known for their advanced sensors and weapon systems.
  • B. Shivalik-class frigate
    The Shivalik-class frigate is a class of stealth multi-role warships designed and built in India, serving as key frontline surface combatants of the Indian Navy.
  • C. Indian Navy aircraft carriers
    Indian Navy aircraft carriers are large, seagoing warships that serve as mobile airbases, enabling the Indian Navy to project air power and conduct maritime operations far from the country’s shores.
  • D. Nilgiri-class frigate (Project 17A)
    The Nilgiri-class frigate (Project 17A) is a class of advanced stealth guided-missile frigates being built for the Indian Navy, featuring improved sensors, weapons, and reduced radar signature over its predecessors.
  • E. Delhi-class destroyer
    The Delhi-class destroyer is a class of guided-missile destroyers of the Indian Navy that marked a major step in India’s indigenous warship design and construction capabilities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Indian Navy frigates
Target entity description: Indian Navy frigates are versatile, medium-sized warships that provide the Indian Navy with key surface combat capabilities including anti-submarine, anti-air, and anti-surface warfare roles.
  • A. Talwar-class frigate
    The Talwar-class frigate is a class of stealth-capable guided-missile frigates built for the Indian Navy, based on modified Russian designs and known for their advanced sensors and weapon systems.
  • B. Shivalik-class frigate
    The Shivalik-class frigate is a class of stealth multi-role warships designed and built in India, serving as key frontline surface combatants of the Indian Navy.
  • C. Indian Navy aircraft carriers
    Indian Navy aircraft carriers are large, seagoing warships that serve as mobile airbases, enabling the Indian Navy to project air power and conduct maritime operations far from the country’s shores.
  • D. Nilgiri-class frigate (Project 17A)
    The Nilgiri-class frigate (Project 17A) is a class of advanced stealth guided-missile frigates being built for the Indian Navy, featuring improved sensors, weapons, and reduced radar signature over its predecessors.
  • E. Delhi-class destroyer
    The Delhi-class destroyer is a class of guided-missile destroyers of the Indian Navy that marked a major step in India’s indigenous warship design and construction capabilities.
  • F. None of above. chosen

Provenance (2 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_69e11e3b52088190ad5df386d01eb2fb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129f156988190bc9a24a37418e849 completed April 28, 2026, 9:43 p.m.
Created at: April 16, 2026, 8:33 p.m.