Triple

T14754070

Position	Surface form	Disambiguated ID	Type / Status
Subject	HMS Indefatigable (R10)	`E346684`	entity
Predicate	class	`P87`	FINISHED
Object	Implacable-class aircraft carrier The Implacable-class aircraft carrier was a British World War II-era class of fleet carriers built for the Royal Navy, known for their armored flight decks and service in the later stages of the war.	`E1117480`	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: Implacable-class aircraft carrier | Statement: [HMS Indefatigable (R10), class, Implacable-class aircraft carrier]

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

Target entity: Implacable-class aircraft carrier
Context triple: [HMS Indefatigable (R10), class, Implacable-class aircraft carrier]

A. Essex-class aircraft carrier
The Essex-class aircraft carrier was a highly successful and numerous class of U.S. Navy fleet carriers used extensively during World War II and into the early Cold War.
B. Ark Royal-class aircraft carrier
The Ark Royal-class aircraft carrier was a pioneering class of British Royal Navy fleet carriers built in the late 1930s, notable for their enclosed hangars, armored protection, and significant role in early World War II naval aviation.
C. Courageous-class aircraft carrier
The Courageous-class aircraft carrier was a group of Royal Navy warships originally built as battlecruisers and later converted into aircraft carriers between the World Wars.
D. Invincible-class aircraft carrier
The Invincible-class aircraft carrier was a class of British Royal Navy light aircraft carriers designed primarily for anti-submarine warfare and fleet air defense operations during the late Cold War.
E. Lexington-class aircraft carrier
The Lexington-class aircraft carrier was a class of early U.S. Navy fleet carriers originally designed as battlecruisers and later converted to pioneering large carriers that served prominently in the interwar period and early World War II.
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: Implacable-class aircraft carrier
Triple: [HMS Indefatigable (R10), class, Implacable-class aircraft carrier]

Generated description

The Implacable-class aircraft carrier was a British World War II-era class of fleet carriers built for the Royal Navy, known for their armored flight decks and service in the later stages of the war.

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

Target entity: Implacable-class aircraft carrier
Target entity description: The Implacable-class aircraft carrier was a British World War II-era class of fleet carriers built for the Royal Navy, known for their armored flight decks and service in the later stages of the war.

A. Essex-class aircraft carrier
The Essex-class aircraft carrier was a highly successful and numerous class of U.S. Navy fleet carriers used extensively during World War II and into the early Cold War.
B. Ark Royal-class aircraft carrier
The Ark Royal-class aircraft carrier was a pioneering class of British Royal Navy fleet carriers built in the late 1930s, notable for their enclosed hangars, armored protection, and significant role in early World War II naval aviation.
C. Courageous-class aircraft carrier
The Courageous-class aircraft carrier was a group of Royal Navy warships originally built as battlecruisers and later converted into aircraft carriers between the World Wars.
D. Invincible-class aircraft carrier
The Invincible-class aircraft carrier was a class of British Royal Navy light aircraft carriers designed primarily for anti-submarine warfare and fleet air defense operations during the late Cold War.
E. Lexington-class aircraft carrier
The Lexington-class aircraft carrier was a class of early U.S. Navy fleet carriers originally designed as battlecruisers and later converted to pioneering large carriers that served prominently in the interwar period and early World War II.
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_69d822e8896c819091169882f9b20486`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69dec7d59df08190a86da5048358bd6e`	completed	April 14, 2026, 11:03 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fdfb9c725881908004368772fa528d`	completed	May 8, 2026, 3:05 p.m.
NEDg	Description generation	`batch_69fdfde8ed30819083600cdac241675e`	completed	May 8, 2026, 3:14 p.m.
NED2	Entity disambiguation (via description)	`batch_69fdfe969a6081908f4ebec0f6538811`	completed	May 8, 2026, 3:17 p.m.

Created at: April 10, 2026, 1:30 a.m.