Triple

T11334097

Position	Surface form	Disambiguated ID	Type / Status
Subject	USS Guadalcanal	`E268423`	entity
Predicate	shipClass	`P3141`	FINISHED
Object	Casablanca-class escort carrier The Casablanca-class escort carrier was a mass-produced class of small, fast-built U.S. Navy aircraft carriers used extensively for convoy protection, aircraft transport, and support operations during World War II.	`E918257`	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: Casablanca-class escort carrier | Statement: [USS Guadalcanal, shipClass, Casablanca-class escort carrier]

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

Target entity: Casablanca-class escort carrier
Context triple: [USS Guadalcanal, shipClass, Casablanca-class escort 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. Kitty Hawk-class aircraft carrier
The Kitty Hawk-class aircraft carrier is a class of U.S. Navy conventionally powered supercarriers that served as a key predecessor to the nuclear-powered Nimitz-class.
C. 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.
D. Midway-class aircraft carrier
The Midway-class aircraft carrier was a class of large U.S. Navy carriers commissioned near the end of World War II that served for decades as key platforms for American naval air power.
E. USS Hornet (CV-8)
USS Hornet (CV-8) was a U.S. Navy Yorktown-class aircraft carrier of World War II best known for launching the Doolittle Raid and for its role in major Pacific battles before being sunk in the Battle of the Santa Cruz Islands.
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: Casablanca-class escort carrier
Triple: [USS Guadalcanal, shipClass, Casablanca-class escort carrier]

Generated description

The Casablanca-class escort carrier was a mass-produced class of small, fast-built U.S. Navy aircraft carriers used extensively for convoy protection, aircraft transport, and support operations during World War II.

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

Target entity: Casablanca-class escort carrier
Target entity description: The Casablanca-class escort carrier was a mass-produced class of small, fast-built U.S. Navy aircraft carriers used extensively for convoy protection, aircraft transport, and support operations during World War II.

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. Kitty Hawk-class aircraft carrier
The Kitty Hawk-class aircraft carrier is a class of U.S. Navy conventionally powered supercarriers that served as a key predecessor to the nuclear-powered Nimitz-class.
C. 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.
D. Midway-class aircraft carrier
The Midway-class aircraft carrier was a class of large U.S. Navy carriers commissioned near the end of World War II that served for decades as key platforms for American naval air power.
E. USS Hornet (CV-8)
USS Hornet (CV-8) was a U.S. Navy Yorktown-class aircraft carrier of World War II best known for launching the Doolittle Raid and for its role in major Pacific battles before being sunk in the Battle of the Santa Cruz Islands.
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_69d6aacb1f0881908c84a349fd1be047`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e9fe5d5881908d786b212a554d8b`	completed	April 9, 2026, 6:03 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e5263cce588190a91f91cbdf023d5e`	completed	April 19, 2026, 7 p.m.
NEDg	Description generation	`batch_69e52c84518881909e6e2a593348a81a`	completed	April 19, 2026, 7:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69e531d0ab5881909814160b86c8e76b`	completed	April 19, 2026, 7:49 p.m.

Created at: April 8, 2026, 9:33 p.m.