Triple

T16392320
Position Surface form Disambiguated ID Type / Status
Subject Type 23 frigate E398083 entity
Predicate replacedBy P101 FINISHED
Object Type 31 frigate
The Type 31 frigate is a new class of general-purpose warships being built for the Royal Navy, designed to provide flexible, cost-effective maritime security and escort capabilities.
E1212477 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: Type 31 frigate | Statement: [Type 23 frigate, replacedBy, Type 31 frigate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Type 31 frigate
Context triple: [Type 23 frigate, replacedBy, Type 31 frigate]
  • A. Type 26 frigate
    The Type 26 frigate is a class of advanced, multi-mission Royal Navy warships designed primarily for anti-submarine warfare and global combat operations.
  • B. Type 21 frigate
    The Type 21 frigate was a class of British Royal Navy general-purpose frigates introduced in the late 1960s, known for their high speed, light construction, and service during the Falklands War.
  • C. Type 22 frigate
    The Type 22 frigate is a class of Royal Navy warships designed primarily for anti-submarine warfare and later adapted for general-purpose roles, featuring advanced sensors and missile systems.
  • D. Koni-class frigate
    The Koni-class frigate is a Soviet-designed anti-submarine and patrol warship built primarily for export to allied navies during the Cold War.
  • E. Type 23 frigates
    Type 23 frigates are a class of Royal Navy warships designed primarily for anti-submarine warfare, also used in general-purpose roles such as escort duties and maritime security 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: Type 31 frigate
Triple: [Type 23 frigate, replacedBy, Type 31 frigate]
Generated description
The Type 31 frigate is a new class of general-purpose warships being built for the Royal Navy, designed to provide flexible, cost-effective maritime security and escort capabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Type 31 frigate
Target entity description: The Type 31 frigate is a new class of general-purpose warships being built for the Royal Navy, designed to provide flexible, cost-effective maritime security and escort capabilities.
  • A. Type 26 frigate
    The Type 26 frigate is a class of advanced, multi-mission Royal Navy warships designed primarily for anti-submarine warfare and global combat operations.
  • B. Type 21 frigate
    The Type 21 frigate was a class of British Royal Navy general-purpose frigates introduced in the late 1960s, known for their high speed, light construction, and service during the Falklands War.
  • C. Type 22 frigate
    The Type 22 frigate is a class of Royal Navy warships designed primarily for anti-submarine warfare and later adapted for general-purpose roles, featuring advanced sensors and missile systems.
  • D. Koni-class frigate
    The Koni-class frigate is a Soviet-designed anti-submarine and patrol warship built primarily for export to allied navies during the Cold War.
  • E. Type 23 frigates
    Type 23 frigates are a class of Royal Navy warships designed primarily for anti-submarine warfare, also used in general-purpose roles such as escort duties and maritime security 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e326436ce881909f0f3899b8d931aa completed April 18, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c58280081908e4d73a75b09dbb8 completed May 10, 2026, 8:05 a.m.
NEDg Description generation batch_6a0040d71e2c819084c106114e9c0de4 completed May 10, 2026, 8:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0041cec01881909400e8c3874413e7 completed May 10, 2026, 8:29 a.m.
Created at: April 10, 2026, 5:08 a.m.