Triple

T2171467

Position	Surface form	Disambiguated ID	Type / Status
Subject	USS Forrestal (CV-59)	`E48434`	entity
Predicate	precededBy	`P97`	FINISHED
Object	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.	`E239271`	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: Midway-class aircraft carrier | Statement: [USS Forrestal (CV-59), precededBy, Midway-class aircraft carrier]

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

Target entity: Midway-class aircraft carrier
Context triple: [USS Forrestal (CV-59), precededBy, Midway-class aircraft carrier]

A. Nimitz-class aircraft carrier
The Nimitz-class aircraft carrier is a class of U.S. Navy nuclear-powered supercarriers that has formed the backbone of American naval air power since the late 20th century.
B. Gerald R. Ford-class aircraft carriers
Gerald R. Ford-class aircraft carriers are the U.S. Navy’s latest generation of nuclear-powered supercarriers, featuring advanced technologies to increase sortie rates, reduce crew size, and enhance combat capabilities compared to earlier Nimitz-class ships.
C. Hiryū-class aircraft carrier
The Hiryū-class aircraft carrier was a class of Imperial Japanese Navy fleet carriers of World War II, exemplified by the carrier Hiryū, known for its role in early Pacific War operations including the Battle of Midway.
D. Kaga-class aircraft carrier
The Kaga-class aircraft carrier was a planned class of Japanese aircraft carriers derived from the Izumo-class helicopter destroyers, intended to operate fixed-wing STOVL jets like the F-35B.
E. USS Enterprise (CV-6)
USS Enterprise (CV-6) was a famed U.S. Navy Yorktown-class aircraft carrier and one of the most decorated American warships of World War II, playing a pivotal role in multiple Pacific Theater battles.
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: Midway-class aircraft carrier
Triple: [USS Forrestal (CV-59), precededBy, Midway-class aircraft carrier]

Generated description

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.

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

Target entity: Midway-class aircraft carrier
Target entity description: 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.

A. Nimitz-class aircraft carrier
The Nimitz-class aircraft carrier is a class of U.S. Navy nuclear-powered supercarriers that has formed the backbone of American naval air power since the late 20th century.
B. Gerald R. Ford-class aircraft carriers
Gerald R. Ford-class aircraft carriers are the U.S. Navy’s latest generation of nuclear-powered supercarriers, featuring advanced technologies to increase sortie rates, reduce crew size, and enhance combat capabilities compared to earlier Nimitz-class ships.
C. Hiryū-class aircraft carrier
The Hiryū-class aircraft carrier was a class of Imperial Japanese Navy fleet carriers of World War II, exemplified by the carrier Hiryū, known for its role in early Pacific War operations including the Battle of Midway.
D. Kaga-class aircraft carrier
The Kaga-class aircraft carrier was a planned class of Japanese aircraft carriers derived from the Izumo-class helicopter destroyers, intended to operate fixed-wing STOVL jets like the F-35B.
E. USS Enterprise (CV-6)
USS Enterprise (CV-6) was a famed U.S. Navy Yorktown-class aircraft carrier and one of the most decorated American warships of World War II, playing a pivotal role in multiple Pacific Theater battles.
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_69a88aa3faa48190995b233af6525815`	completed	March 4, 2026, 7:40 p.m.
NER	Named-entity recognition	`batch_69abbec7f9088190b32127421e340788`	completed	March 7, 2026, 5:59 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae58f6c8c8819081a06861f6133fe9`	completed	March 9, 2026, 5:21 a.m.
NEDg	Description generation	`batch_69ae5989f054819082f36e5515bec3ca`	completed	March 9, 2026, 5:24 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae5a12f11c81908cc345905f0a485e`	completed	March 9, 2026, 5:26 a.m.

Created at: March 4, 2026, 7:45 p.m.