Triple

T14025017
Position Surface form Disambiguated ID Type / Status
Subject Shivalik-class frigate E337434 entity
Predicate precededBy P97 FINISHED
Object 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.
E1075282 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: Talwar-class frigate | Statement: [Shivalik-class frigate, precededBy, Talwar-class frigate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talwar-class frigate
Context triple: [Shivalik-class frigate, precededBy, Talwar-class frigate]
  • A. 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.
  • B. Kasturi-class corvette
    The Kasturi-class corvette is a class of small, multi-role warships used by Malaysia for patrol, surveillance, and surface warfare operations.
  • C. Kolkata-class destroyer
    The Kolkata-class destroyer is a class of advanced stealth-guided missile destroyers serving as major surface combatants in the Indian Navy, designed for multi-role operations including air defense, anti-surface, and anti-submarine warfare.
  • D. Visakhapatnam-class destroyer
    The Visakhapatnam-class destroyer is a class of advanced stealth guided-missile destroyers built in India for the Indian Navy, featuring enhanced sensors, weapons, and network-centric warfare capabilities.
  • E. INS Vikrant (IAC-1)
    INS Vikrant (IAC-1) is India’s first indigenous aircraft carrier, symbolizing the country’s growing self-reliance and capability in advanced naval warship construction.
  • 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: Talwar-class frigate
Triple: [Shivalik-class frigate, precededBy, Talwar-class frigate]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talwar-class frigate
Target entity description: 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.
  • A. 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.
  • B. Kasturi-class corvette
    The Kasturi-class corvette is a class of small, multi-role warships used by Malaysia for patrol, surveillance, and surface warfare operations.
  • C. Kolkata-class destroyer
    The Kolkata-class destroyer is a class of advanced stealth-guided missile destroyers serving as major surface combatants in the Indian Navy, designed for multi-role operations including air defense, anti-surface, and anti-submarine warfare.
  • D. Visakhapatnam-class destroyer
    The Visakhapatnam-class destroyer is a class of advanced stealth guided-missile destroyers built in India for the Indian Navy, featuring enhanced sensors, weapons, and network-centric warfare capabilities.
  • E. INS Vikrant (IAC-1)
    INS Vikrant (IAC-1) is India’s first indigenous aircraft carrier, symbolizing the country’s growing self-reliance and capability in advanced naval warship construction.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2fa6ca7481908976ce748a1957b1 completed April 14, 2026, 12:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc33170ec8190b0ffe41a567a590b completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fbc6d1048081908fb2e798cbc9902f completed May 6, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_69fbc76610008190bd3c7f357666c8db completed May 6, 2026, 10:57 p.m.
Created at: April 9, 2026, 10:20 p.m.