Triple

T11425393
Position Surface form Disambiguated ID Type / Status
Subject Suffren-class nuclear attack submarines E270733 entity
Predicate armament P706 FINISHED
Object F21 heavyweight torpedoes
F21 heavyweight torpedoes are advanced, wire-guided, long-range torpedoes developed by France for engaging surface ships and submarines with high speed and precision.
 E924755 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: F21 heavyweight torpedoes | Statement: [Suffren-class nuclear attack submarines, armament, F21 heavyweight torpedoes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: F21 heavyweight torpedoes
Context triple: [Suffren-class nuclear attack submarines, armament, F21 heavyweight torpedoes]
  • A. Spearfish heavyweight torpedoes
    Spearfish heavyweight torpedoes are advanced British submarine-launched torpedoes designed for high-speed, long-range engagement of both surface ships and submarines.
  • B. Mark 48 torpedoes
    Mark 48 torpedoes are heavyweight, wire-guided, submarine-launched torpedoes used by several navies for anti-submarine and anti-surface warfare.
  • C. Sting Ray torpedo
    The Sting Ray torpedo is a British lightweight anti-submarine torpedo designed for deployment from helicopters, fixed-wing aircraft, and surface ships.
  • D. UGM-84 Harpoon anti-ship missiles
    The UGM-84 Harpoon is a submarine-launched, all-weather, over-the-horizon anti-ship cruise missile widely used by Western navies for engaging surface vessels.
  • E. Type 93 Long Lance torpedo
    The Type 93 "Long Lance" torpedo was a highly advanced, oxygen-fueled Japanese naval torpedo of World War II, renowned for its exceptional range, speed, and destructive power.
  • 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: F21 heavyweight torpedoes
Triple: [Suffren-class nuclear attack submarines, armament, F21 heavyweight torpedoes]
Generated description
F21 heavyweight torpedoes are advanced, wire-guided, long-range torpedoes developed by France for engaging surface ships and submarines with high speed and precision.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: F21 heavyweight torpedoes
Target entity description: F21 heavyweight torpedoes are advanced, wire-guided, long-range torpedoes developed by France for engaging surface ships and submarines with high speed and precision.
  • A. Spearfish heavyweight torpedoes
    Spearfish heavyweight torpedoes are advanced British submarine-launched torpedoes designed for high-speed, long-range engagement of both surface ships and submarines.
  • B. Mark 48 torpedoes
    Mark 48 torpedoes are heavyweight, wire-guided, submarine-launched torpedoes used by several navies for anti-submarine and anti-surface warfare.
  • C. Sting Ray torpedo
    The Sting Ray torpedo is a British lightweight anti-submarine torpedo designed for deployment from helicopters, fixed-wing aircraft, and surface ships.
  • D. UGM-84 Harpoon anti-ship missiles
    The UGM-84 Harpoon is a submarine-launched, all-weather, over-the-horizon anti-ship cruise missile widely used by Western navies for engaging surface vessels.
  • E. Type 93 Long Lance torpedo
    The Type 93 "Long Lance" torpedo was a highly advanced, oxygen-fueled Japanese naval torpedo of World War II, renowned for its exceptional range, speed, and destructive power.
  • 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_69d6aadeef688190874bcecd88b3dd9b completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d806be9c2c819084da13101cbb6c81 completed April 9, 2026, 8:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b8b553808190bf8b40d9b03e12b7 completed April 20, 2026, 5:25 a.m.
NEDg Description generation batch_69e5c28e2dd481909b45a43b5825f393 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c4722c348190a4c49edb1f6df240 completed April 20, 2026, 6:15 a.m.
Created at: April 8, 2026, 9:35 p.m.