Triple

T5060833
Position Surface form Disambiguated ID Type / Status
Subject Caspian Flotilla E114016 entity
Predicate includesShipClass P3141 FINISHED
Object 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.
E490850 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: Serna-class landing craft | Statement: [Caspian Flotilla, includesShipClass, Serna-class landing craft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serna-class landing craft
Context triple: [Caspian Flotilla, includesShipClass, Serna-class landing craft]
  • A. Tarlac-class landing platform dock
    The Tarlac-class landing platform dock is a class of amphibious warfare ships used by the Philippine Navy for troop transport, logistics, and humanitarian assistance and disaster response operations.
  • 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. Balao class
    The Balao class was a World War II–era class of U.S. Navy diesel-electric submarines known for their improved diving depth, range, and significant role in the Pacific submarine campaign.
  • D. FV104 Samaritan
    The FV104 Samaritan is a British tracked armored ambulance vehicle derived from the CVR(T) light tank family, designed to evacuate and treat casualties on the battlefield.
  • E. Del Pilar-class offshore patrol vessel
    The Del Pilar-class offshore patrol vessel is a class of large, ocean-going patrol ships used by the Philippine Navy for maritime security, surveillance, and exclusive economic zone protection.
  • 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: Serna-class landing craft
Triple: [Caspian Flotilla, includesShipClass, Serna-class landing craft]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serna-class landing craft
Target entity description: 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.
  • A. Tarlac-class landing platform dock
    The Tarlac-class landing platform dock is a class of amphibious warfare ships used by the Philippine Navy for troop transport, logistics, and humanitarian assistance and disaster response operations.
  • 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. Balao class
    The Balao class was a World War II–era class of U.S. Navy diesel-electric submarines known for their improved diving depth, range, and significant role in the Pacific submarine campaign.
  • D. FV104 Samaritan
    The FV104 Samaritan is a British tracked armored ambulance vehicle derived from the CVR(T) light tank family, designed to evacuate and treat casualties on the battlefield.
  • E. Del Pilar-class offshore patrol vessel
    The Del Pilar-class offshore patrol vessel is a class of large, ocean-going patrol ships used by the Philippine Navy for maritime security, surveillance, and exclusive economic zone protection.
  • 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_69bd443c0c8c81908663b77afb28e165 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd77cb8d2c8190a0f7c574a177091a completed March 20, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea49566548190bc6328996789ad9f completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea575fa448190b64b6d6305a8d5a6 completed March 21, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69bea60244c88190850ac256e290c190 completed March 21, 2026, 2:06 p.m.
Created at: March 20, 2026, 1:38 p.m.