Triple

T21157140
Position Surface form Disambiguated ID Type / Status
Subject USS Croaker (SS-246) E521340 entity
Predicate successorClassInService P10131 FINISHED
Object Balao-class submarine NE NERFINISHED

How this triple was built (3 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: Balao-class submarine | Statement: [USS Croaker (SS-246), successorClassInService, Balao-class submarine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balao-class submarine
Context triple: [USS Croaker (SS-246), successorClassInService, Balao-class submarine]
  • A. Typhoon-class submarine
    The Typhoon-class submarine is a Soviet-designed nuclear-powered ballistic missile submarine, famous as the largest submarine ever built and a key component of the USSR’s Cold War nuclear deterrent.
  • B. Taigei-class submarine
    The Taigei-class submarine is a modern Japanese diesel-electric attack submarine class featuring advanced stealth, sonar, and lithium-ion battery technology for the Japan Maritime Self-Defense Force.
  • C. Balao class chosen
    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. Oyashio-class submarine
    The Oyashio-class submarine is a modern Japanese diesel-electric attack submarine class known for its advanced sonar, quiet operation, and service with the Japan Maritime Self-Defense Force.
  • E. Harushio-class submarine
    The Harushio-class submarine is a class of Japanese diesel-electric attack submarines that served as a key predecessor to the more advanced Oyashio-class in the Japan Maritime Self-Defense Force.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: successorClassInService
Context triple: [USS Croaker (SS-246), successorClassInService, Balao-class submarine]
  • A. successorClass chosen
    Indicates that one class directly follows or replaces another class in a sequence or hierarchy.
  • B. successorInterface
    Indicates that one interface directly follows and replaces another interface in a sequence or version lineage.
  • C. successorInstanceOf
    Indicates that one entity is a later or updated instance of another, preserving a continuity or versioned succession between them.
  • D. successorType
    Indicates the specific kind or category of successor relationship that holds between one entity and the next in a sequence or hierarchy.
  • E. serviceSuccessor
    Indicates that one service continues, replaces, or follows another service in a sequence or lifecycle.
  • F. None of above.

Provenance (3 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_69e0b50d1ea481909c07e63c3ead9316 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7252c6db08190bcdffc3f2cfc6138 completed April 21, 2026, 7:20 a.m.
PD Predicate disambiguation batch_69e5f5f8a5bc819081918c7fa8e4496d completed April 20, 2026, 9:46 a.m.
Created at: April 16, 2026, 2:59 p.m.