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.