Triple

T16506369
Position Surface form Disambiguated ID Type / Status
Subject USS Torsk E400940 entity
Predicate precededByClass P10130 FINISHED
Object Balao class E151803 NE FINISHED

How this triple was built (2 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 | Statement: [USS Torsk, precededByClass, Balao class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Balao class
Context triple: [USS Torsk, precededByClass, Balao class]
  • A. 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.
  • B. Kuma-class cruiser
    The Kuma-class cruiser was a group of light cruisers built for the Imperial Japanese Navy in the early 20th century, designed for high speed and scouting and serving extensively during World War II.
  • C. Fiji-class cruisers
    The Fiji-class cruisers were a group of British Royal Navy light cruisers built just before and during World War II, known for their compact design, heavy armament, and extensive wartime service.
  • D. Matsu-class destroyer
    The Matsu-class destroyer was a late-World War II class of smaller, more easily produced escort destroyers built by the Imperial Japanese Navy for convoy protection and secondary duties.
  • E. Naniwa-class cruiser
    The Naniwa-class cruiser was a pair of late 19th-century protected cruisers of the Imperial Japanese Navy that played a significant role in Japan’s early modern naval expansion and in conflicts such as the First Sino-Japanese War.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d88381f6148190819958a038be990e completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e52a2b48190ae715e7db0fd3aad completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00607e933c8190ae0572583b5a9cbf completed May 10, 2026, 10:39 a.m.
Created at: April 10, 2026, 5:14 a.m.