Triple

T10994098
Position Surface form Disambiguated ID Type / Status
Subject USS Silversides (SS-236) E259818 entity
Predicate category P87 FINISHED
Object Gato-class submarines of the United States Navy
The Gato-class submarines of the United States Navy were a World War II fleet submarine class renowned for their long-range patrols and significant role in the Pacific theater against Japanese shipping.
E898569 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: Gato-class submarines of the United States Navy | Statement: [USS Silversides (SS-236), category, Gato-class submarines of the United States Navy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gato-class submarines of the United States Navy
Context triple: [USS Silversides (SS-236), category, Gato-class submarines of the United States Navy]
  • A. Balao-class submarines of the United States Navy
    The Balao-class submarines of the United States Navy were a large World War II-era fleet submarine class known for their improved diving depth, range, and durability, forming the backbone of the U.S. submarine force in the Pacific.
  • B. Los Angeles-class submarines
    Los Angeles-class submarines are a class of nuclear-powered fast attack submarines used by the United States Navy for missions including anti-submarine warfare, intelligence gathering, and strike operations.
  • C. Thresher-class nuclear submarines
    The Thresher-class nuclear submarines were early U.S. Navy attack submarines notable for their advanced quieting and deep-diving capabilities, and for the tragic loss of their lead boat, USS Thresher (SSN-593), which led to major safety reforms.
  • D. Sierra-class submarine
    The Sierra-class submarine is a Russian nuclear-powered attack submarine class known for its titanium hull construction, deep-diving capability, and advanced acoustic stealth compared to earlier Soviet designs.
  • E. Skipjack-class nuclear submarines
    The Skipjack-class nuclear submarines were a pioneering class of fast attack submarines in the U.S. Navy, notable for their teardrop hull design and enhanced underwater speed and maneuverability during the Cold War era.
  • 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: Gato-class submarines of the United States Navy
Triple: [USS Silversides (SS-236), category, Gato-class submarines of the United States Navy]
Generated description
The Gato-class submarines of the United States Navy were a World War II fleet submarine class renowned for their long-range patrols and significant role in the Pacific theater against Japanese shipping.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gato-class submarines of the United States Navy
Target entity description: The Gato-class submarines of the United States Navy were a World War II fleet submarine class renowned for their long-range patrols and significant role in the Pacific theater against Japanese shipping.
  • A. Balao-class submarines of the United States Navy
    The Balao-class submarines of the United States Navy were a large World War II-era fleet submarine class known for their improved diving depth, range, and durability, forming the backbone of the U.S. submarine force in the Pacific.
  • B. Los Angeles-class submarines
    Los Angeles-class submarines are a class of nuclear-powered fast attack submarines used by the United States Navy for missions including anti-submarine warfare, intelligence gathering, and strike operations.
  • C. Thresher-class nuclear submarines
    The Thresher-class nuclear submarines were early U.S. Navy attack submarines notable for their advanced quieting and deep-diving capabilities, and for the tragic loss of their lead boat, USS Thresher (SSN-593), which led to major safety reforms.
  • D. Sierra-class submarine
    The Sierra-class submarine is a Russian nuclear-powered attack submarine class known for its titanium hull construction, deep-diving capability, and advanced acoustic stealth compared to earlier Soviet designs.
  • E. Skipjack-class nuclear submarines
    The Skipjack-class nuclear submarines were a pioneering class of fast attack submarines in the U.S. Navy, notable for their teardrop hull design and enhanced underwater speed and maneuverability during the Cold War era.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d795d460d88190bff918d6dfdb0f93 completed April 9, 2026, 12:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3451451988190add2762b1e1be8ed completed April 18, 2026, 8:47 a.m.
NEDg Description generation batch_69e3556fd3548190a33f04604be947cf completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e3593b0f8481909ed7a90f8bb9839d completed April 18, 2026, 10:13 a.m.
Created at: April 8, 2026, 9:24 p.m.