Triple

T8010400

Position	Surface form	Disambiguated ID	Type / Status
Subject	USS Philadelphia	`E186473`	entity
Predicate	shipClass	`P3141`	FINISHED
Object	Philadelphia-class frigate The Philadelphia-class frigate was a class of late-18th-century United States Navy sailing warships designed for speed and maneuverability in coastal and blue-water operations.	`E707331`	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: Philadelphia-class frigate | Statement: [USS Philadelphia, shipClass, Philadelphia-class frigate]

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

Target entity: Philadelphia-class frigate
Context triple: [USS Philadelphia, shipClass, Philadelphia-class frigate]

A. United States-class frigate
The United States-class frigate was a class of large, powerful sailing frigates built for the early United States Navy in the late 18th century, exemplifying the young nation's ambitions for a strong blue-water fleet.
B. Hancock-class frigate
The Hancock-class frigate was a class of late 18th-century sailing warships of the Continental Navy, designed as relatively large, fast, and heavily armed frigates for use during the American Revolutionary War.
C. Guerriere-class frigate
The Guerriere-class frigate was a class of early 19th-century United States Navy sailing frigates designed for blue-water operations and armed with a heavy battery of guns for ship-to-ship combat.
D. Constitution-class frigate
The Constitution-class frigate was a class of large, heavily armed wooden-hulled sailing warships built for the early United States Navy, renowned for their durability and success in the War of 1812.
E. Oliver Hazard Perry-class frigate
The Oliver Hazard Perry-class frigate is a class of guided-missile frigates built for the U.S. Navy during the Cold War, designed primarily for anti-submarine and escort duties and later widely exported to allied navies.
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: Philadelphia-class frigate
Triple: [USS Philadelphia, shipClass, Philadelphia-class frigate]

Generated description

The Philadelphia-class frigate was a class of late-18th-century United States Navy sailing warships designed for speed and maneuverability in coastal and blue-water operations.

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

Target entity: Philadelphia-class frigate
Target entity description: The Philadelphia-class frigate was a class of late-18th-century United States Navy sailing warships designed for speed and maneuverability in coastal and blue-water operations.

A. United States-class frigate
The United States-class frigate was a class of large, powerful sailing frigates built for the early United States Navy in the late 18th century, exemplifying the young nation's ambitions for a strong blue-water fleet.
B. Hancock-class frigate
The Hancock-class frigate was a class of late 18th-century sailing warships of the Continental Navy, designed as relatively large, fast, and heavily armed frigates for use during the American Revolutionary War.
C. Guerriere-class frigate
The Guerriere-class frigate was a class of early 19th-century United States Navy sailing frigates designed for blue-water operations and armed with a heavy battery of guns for ship-to-ship combat.
D. Constitution-class frigate
The Constitution-class frigate was a class of large, heavily armed wooden-hulled sailing warships built for the early United States Navy, renowned for their durability and success in the War of 1812.
E. Oliver Hazard Perry-class frigate
The Oliver Hazard Perry-class frigate is a class of guided-missile frigates built for the U.S. Navy during the Cold War, designed primarily for anti-submarine and escort duties and later widely exported to allied navies.
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_69ca82abaffc8190ab8af79cdbc31ab3`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3d70caf8819090a9f98025470c0d`	completed	March 31, 2026, 3:20 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc56a54e8081908208b57b7390cc95`	completed	March 31, 2026, 11:20 p.m.
NEDg	Description generation	`batch_69cc58ecd0608190ab0880992bc203fb`	completed	March 31, 2026, 11:29 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc5cb791b48190bd5004b518d23f84`	completed	March 31, 2026, 11:45 p.m.

Created at: March 30, 2026, 5:19 p.m.