Triple

T9747602
Position Surface form Disambiguated ID Type / Status
Subject Govan shipyard E236353 entity
Predicate notableProduct P1448 FINISHED
Object Royal Navy frigates
Royal Navy frigates are fast, versatile warships used by the United Kingdom’s naval forces for roles such as escorting larger vessels, anti-submarine warfare, and maritime security operations.
E818564 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: Royal Navy frigates | Statement: [Govan shipyard, notableProduct, Royal Navy frigates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Navy frigates
Context triple: [Govan shipyard, notableProduct, Royal Navy frigates]
  • A. Royal Navy destroyers
    Royal Navy destroyers are fast, maneuverable warships of the United Kingdom’s naval fleet, designed primarily for escort duties, anti-submarine warfare, and surface combat operations.
  • B. Royal Navy warships
    Royal Navy warships are the commissioned combat vessels of the United Kingdom’s naval force, historically central to British maritime power and involved in major naval conflicts worldwide.
  • C. Royal Navy cruisers
    Royal Navy cruisers were medium-sized warships designed for long-range missions, including fleet screening, trade protection, and independent operations across the British Empire’s global maritime interests.
  • D. Royal Navy surface flotillas
    Royal Navy surface flotillas are operational groupings of the Royal Navy’s surface warships, organized to manage, train, and deploy these vessels for maritime operations.
  • E. Royal Navy minesweepers
    Royal Navy minesweepers are specialized naval vessels designed to detect and clear naval mines, ensuring safe passage for military and civilian ships in contested or hazardous waters.
  • 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: Royal Navy frigates
Triple: [Govan shipyard, notableProduct, Royal Navy frigates]
Generated description
Royal Navy frigates are fast, versatile warships used by the United Kingdom’s naval forces for roles such as escorting larger vessels, anti-submarine warfare, and maritime security operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Navy frigates
Target entity description: Royal Navy frigates are fast, versatile warships used by the United Kingdom’s naval forces for roles such as escorting larger vessels, anti-submarine warfare, and maritime security operations.
  • A. Royal Navy destroyers
    Royal Navy destroyers are fast, maneuverable warships of the United Kingdom’s naval fleet, designed primarily for escort duties, anti-submarine warfare, and surface combat operations.
  • B. Royal Navy warships
    Royal Navy warships are the commissioned combat vessels of the United Kingdom’s naval force, historically central to British maritime power and involved in major naval conflicts worldwide.
  • C. Royal Navy cruisers
    Royal Navy cruisers were medium-sized warships designed for long-range missions, including fleet screening, trade protection, and independent operations across the British Empire’s global maritime interests.
  • D. Royal Navy surface flotillas
    Royal Navy surface flotillas are operational groupings of the Royal Navy’s surface warships, organized to manage, train, and deploy these vessels for maritime operations.
  • E. Royal Navy minesweepers
    Royal Navy minesweepers are specialized naval vessels designed to detect and clear naval mines, ensuring safe passage for military and civilian ships in contested or hazardous waters.
  • 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_69ca84d3e24481908a476e2231123cf9 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9f677830819096d388b9c798ecd5 completed April 1, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1b00d76488190af68cba694dc329c completed April 5, 2026, 12:42 a.m.
NEDg Description generation batch_69d1b0f8eacc81909643c6f74e049faa completed April 5, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1b1511c7c8190ba7bc691ab2d3a13 completed April 5, 2026, 12:48 a.m.
Created at: March 30, 2026, 8:23 p.m.