Triple

T16788535
Position Surface form Disambiguated ID Type / Status
Subject USCGC Taney E408042 entity
Predicate class P87 FINISHED
Object Treasury-class cutter
A Treasury-class cutter is a large, long-range United States Coast Guard vessel class built in the 1930s for multi-mission roles including law enforcement, search and rescue, and wartime convoy escort duties.
E1233307 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: Treasury-class cutter | Statement: [USCGC Taney, class, Treasury-class cutter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Treasury-class cutter
Context triple: [USCGC Taney, class, Treasury-class 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. Independence-class littoral mission vessel
    The Independence-class littoral mission vessel is a class of modern, modular warships designed for coastal security, patrol, and multi-mission operations in the Republic of Singapore Navy.
  • C. 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.
  • D. Gleaves-class destroyer
    The Gleaves-class destroyer was a World War II–era class of U.S. Navy destroyers known for their versatility, heavy torpedo armament, and extensive service in both the Atlantic and Pacific theaters.
  • E. U.S. Coast Guard cutters
    U.S. Coast Guard cutters are commissioned vessels of the United States Coast Guard that perform missions such as search and rescue, law enforcement, environmental protection, and national defense in U.S. and international waters.
  • 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: Treasury-class cutter
Triple: [USCGC Taney, class, Treasury-class cutter]
Generated description
A Treasury-class cutter is a large, long-range United States Coast Guard vessel class built in the 1930s for multi-mission roles including law enforcement, search and rescue, and wartime convoy escort duties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Treasury-class cutter
Target entity description: A Treasury-class cutter is a large, long-range United States Coast Guard vessel class built in the 1930s for multi-mission roles including law enforcement, search and rescue, and wartime convoy escort duties.
  • 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. Independence-class littoral mission vessel
    The Independence-class littoral mission vessel is a class of modern, modular warships designed for coastal security, patrol, and multi-mission operations in the Republic of Singapore Navy.
  • C. 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.
  • D. Gleaves-class destroyer
    The Gleaves-class destroyer was a World War II–era class of U.S. Navy destroyers known for their versatility, heavy torpedo armament, and extensive service in both the Atlantic and Pacific theaters.
  • E. U.S. Coast Guard cutters
    U.S. Coast Guard cutters are commissioned vessels of the United States Coast Guard that perform missions such as search and rescue, law enforcement, environmental protection, and national defense in U.S. and international waters.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b21c49788190b9a2ca2101604f64 completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab09932c8190ba16a349c4938c16 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00acaf3b8c8190820e0abbdd5f8811 completed May 10, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_6a00ad4bb7a08190ba93bb05435e66b1 completed May 10, 2026, 4:07 p.m.
Created at: April 10, 2026, 5:22 a.m.