Triple

T15602897

Position	Surface form	Disambiguated ID	Type / Status
Subject	USS S-44	`E375076`	entity
Predicate	shipClass	`P3141`	FINISHED
Object	S-class submarine (United States Navy) The S-class submarine (United States Navy) was a series of early 20th-century American diesel-electric submarines used primarily for coastal defense and training between World War I and World War II.	`E1166794`	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: S-class submarine (United States Navy) | Statement: [USS S-44, shipClass, S-class submarine (United States Navy)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: S-class submarine (United States Navy)
Context triple: [USS S-44, shipClass, S-class submarine (United States Navy)]

A. Delta-class submarine
The Delta-class submarine is a series of Soviet nuclear-powered ballistic missile submarines developed during the Cold War to enhance the USSR’s strategic nuclear deterrent.
B. 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.
C. Virginia-class submarine
The Virginia-class submarine is a class of nuclear-powered fast attack submarines used by the United States Navy, designed for a broad range of open-ocean and littoral missions with advanced stealth, surveillance, and strike capabilities.
D. Vanguard-class submarine
The Vanguard-class submarine is a class of British nuclear-powered ballistic missile submarines that form the seaborne leg of the United Kingdom’s strategic nuclear deterrent.
E. Ohio-class ballistic missile submarine
The Ohio-class ballistic missile submarine is a class of U.S. Navy nuclear-powered submarines designed primarily for strategic nuclear deterrence, carrying long-range submarine-launched ballistic missiles.
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: S-class submarine (United States Navy)
Triple: [USS S-44, shipClass, S-class submarine (United States Navy)]

Generated description

The S-class submarine (United States Navy) was a series of early 20th-century American diesel-electric submarines used primarily for coastal defense and training between World War I and World War II.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: S-class submarine (United States Navy)
Target entity description: The S-class submarine (United States Navy) was a series of early 20th-century American diesel-electric submarines used primarily for coastal defense and training between World War I and World War II.

A. Delta-class submarine
The Delta-class submarine is a series of Soviet nuclear-powered ballistic missile submarines developed during the Cold War to enhance the USSR’s strategic nuclear deterrent.
B. 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.
C. Virginia-class submarine
The Virginia-class submarine is a class of nuclear-powered fast attack submarines used by the United States Navy, designed for a broad range of open-ocean and littoral missions with advanced stealth, surveillance, and strike capabilities.
D. Vanguard-class submarine
The Vanguard-class submarine is a class of British nuclear-powered ballistic missile submarines that form the seaborne leg of the United Kingdom’s strategic nuclear deterrent.
E. Ohio-class ballistic missile submarine
The Ohio-class ballistic missile submarine is a class of U.S. Navy nuclear-powered submarines designed primarily for strategic nuclear deterrence, carrying long-range submarine-launched ballistic missiles.
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_69d85cce25008190b13b52745fbd719b`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04e6399d88190b2c3e781667666d4`	completed	April 16, 2026, 2:50 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff56d1607c8190a42dc664abe45b32`	completed	May 9, 2026, 3:46 p.m.
NEDg	Description generation	`batch_69ff57c304188190afa695ae88cf0234`	completed	May 9, 2026, 3:50 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff5920436c81909addad5bb4566ae9`	completed	May 9, 2026, 3:56 p.m.

Created at: April 10, 2026, 4:12 a.m.