Triple

T7801107
Position Surface form Disambiguated ID Type / Status
Subject Del Pilar-class offshore patrol vessel E180433 entity
Predicate originalClass P45791 FINISHED
Object Hamilton-class high endurance cutter
The Hamilton-class high endurance cutter is a class of large, long-range United States Coast Guard cutters designed primarily for extended offshore patrol, law enforcement, and search and rescue operations.
E694209 NE FINISHED

How this triple was built (5 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: Hamilton-class high endurance cutter | Statement: [Del Pilar-class offshore patrol vessel, originalClass, Hamilton-class high endurance cutter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamilton-class high endurance cutter
Context triple: [Del Pilar-class offshore patrol vessel, originalClass, Hamilton-class high endurance cutter]
  • A. Benham-class destroyer
    The Benham-class destroyer was a group of U.S. Navy warships built in the late 1930s that featured improved torpedo armament and served extensively during World War II.
  • B. 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.
  • C. Drake-class cruiser
    The Drake-class cruiser was a group of large armored cruisers built for the British Royal Navy in the early 20th century, designed for long-range patrol and protection of maritime trade routes.
  • D. Edsall class
    The Edsall class was a group of U.S. Navy destroyer escorts built during World War II, designed primarily for anti-submarine warfare and convoy protection in the Atlantic.
  • E. Allen M. Sumner-class destroyer
    The Allen M. Sumner-class destroyer was a World War II–era class of U.S. Navy warships known for their enhanced anti-aircraft armament, improved stability, and extensive postwar service.
  • 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: Hamilton-class high endurance cutter
Triple: [Del Pilar-class offshore patrol vessel, originalClass, Hamilton-class high endurance cutter]
Generated description
The Hamilton-class high endurance cutter is a class of large, long-range United States Coast Guard cutters designed primarily for extended offshore patrol, law enforcement, and search and rescue operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamilton-class high endurance cutter
Target entity description: The Hamilton-class high endurance cutter is a class of large, long-range United States Coast Guard cutters designed primarily for extended offshore patrol, law enforcement, and search and rescue operations.
  • A. Benham-class destroyer
    The Benham-class destroyer was a group of U.S. Navy warships built in the late 1930s that featured improved torpedo armament and served extensively during World War II.
  • B. 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.
  • C. Drake-class cruiser
    The Drake-class cruiser was a group of large armored cruisers built for the British Royal Navy in the early 20th century, designed for long-range patrol and protection of maritime trade routes.
  • D. Edsall class
    The Edsall class was a group of U.S. Navy destroyer escorts built during World War II, designed primarily for anti-submarine warfare and convoy protection in the Atlantic.
  • E. Allen M. Sumner-class destroyer
    The Allen M. Sumner-class destroyer was a World War II–era class of U.S. Navy warships known for their enhanced anti-aircraft armament, improved stability, and extensive postwar service.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: originalClass
Context triple: [Del Pilar-class offshore patrol vessel, originalClass, Hamilton-class high endurance cutter]
  • A. originalType
    Indicates that one entity represents the initial or source type from which another entity is derived, transformed, or reclassified.
  • B. classOrigin chosen
    Indicates the original class or category from which an entity is derived, instantiated, or classified.
  • C. originalFor
    Indicates that one entity serves as the source, basis, or prototype from which another entity is derived, adapted, or created.
  • D. replacedClass
    Indicates that one class has been superseded or substituted by another class, typically in a versioning or refactoring context.
  • E. originalFunction
    Indicates that one entity serves as the initial or primary function from which another function or behavior is derived or defined.
  • F. None of above.

Provenance (6 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf78a6d88819093f83528fe88b182 completed March 30, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb142ba7788190a352a27cd57d1fdc completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1730900c8190bc0322c4b6a3772f completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a3e6da08190bf4f82b59db41333 completed March 31, 2026, 12:50 a.m.
PD Predicate disambiguation batch_69cae9111b2481909684a2d4aa4831c2 completed March 30, 2026, 9:20 p.m.
Created at: March 30, 2026, 4:33 p.m.