Triple

T11396772

Position	Surface form	Disambiguated ID	Type / Status
Subject	Royal Navy destroyers	`E269994`	entity
Predicate	hasSubclass	`P1244`	FINISHED
Object	Battle-class destroyers The Battle-class destroyers were a group of large, fast, and heavily armed British warships built during and after World War II to provide enhanced anti-aircraft and fleet escort capabilities for the Royal Navy.	`E926969`	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: Battle-class destroyers | Statement: [Royal Navy destroyers, hasSubclass, Battle-class destroyers]

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

Target entity: Battle-class destroyers
Context triple: [Royal Navy destroyers, hasSubclass, Battle-class destroyers]

A. Tribal-class destroyers
The Tribal-class destroyers were a group of large, fast, and heavily armed destroyers built for the British Commonwealth navies before and during World War II, noted for their significant role in naval operations across multiple theaters.
B. Sims-class destroyers
Sims-class destroyers were a group of U.S. Navy warships built just before World War II that featured improved machinery and armament over earlier destroyer classes and saw extensive wartime service.
C. County-class destroyer
The County-class destroyer was a class of guided-missile destroyers built for the Royal Navy during the Cold War, notable for being the first British warships designed specifically to carry surface-to-air missiles.
D. Daring-class destroyer
The Daring-class destroyer was a class of post–World War II British Royal Navy warships designed as large, fast, and heavily armed fleet destroyers for anti-aircraft and general escort duties.
E. Benson-class destroyer
The Benson-class destroyer was a World War II–era class of U.S. Navy destroyers known for their improved anti-aircraft armament, speed, and versatility in escort and fleet operations.
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: Battle-class destroyers
Triple: [Royal Navy destroyers, hasSubclass, Battle-class destroyers]

Generated description

The Battle-class destroyers were a group of large, fast, and heavily armed British warships built during and after World War II to provide enhanced anti-aircraft and fleet escort capabilities for the Royal Navy.

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

Target entity: Battle-class destroyers
Target entity description: The Battle-class destroyers were a group of large, fast, and heavily armed British warships built during and after World War II to provide enhanced anti-aircraft and fleet escort capabilities for the Royal Navy.

A. Tribal-class destroyers
The Tribal-class destroyers were a group of large, fast, and heavily armed destroyers built for the British Commonwealth navies before and during World War II, noted for their significant role in naval operations across multiple theaters.
B. Sims-class destroyers
Sims-class destroyers were a group of U.S. Navy warships built just before World War II that featured improved machinery and armament over earlier destroyer classes and saw extensive wartime service.
C. County-class destroyer
The County-class destroyer was a class of guided-missile destroyers built for the Royal Navy during the Cold War, notable for being the first British warships designed specifically to carry surface-to-air missiles.
D. Daring-class destroyer
The Daring-class destroyer was a class of post–World War II British Royal Navy warships designed as large, fast, and heavily armed fleet destroyers for anti-aircraft and general escort duties.
E. Benson-class destroyer
The Benson-class destroyer was a World War II–era class of U.S. Navy destroyers known for their improved anti-aircraft armament, speed, and versatility in escort and fleet operations.
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_69d6aacdbc6c8190af6dc3d5f5d22836`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d80019d3d48190a2f473deb6eae33a`	completed	April 9, 2026, 7:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e5e8cc338081908da977b5b7c6bef3`	completed	April 20, 2026, 8:50 a.m.
NEDg	Description generation	`batch_69e5f1557e9c8190b53ce391793b2c7f`	completed	April 20, 2026, 9:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69e5f863bf7c81908969ed0a5b99f032`	completed	April 20, 2026, 9:56 a.m.

Created at: April 8, 2026, 9:34 p.m.