Triple

T6356749
Position Surface form Disambiguated ID Type / Status
Subject 2000 USS Cole bombing E143010 entity
Predicate shipClass P3141 FINISHED
Object Arleigh Burke-class destroyer
The Arleigh Burke-class destroyer is a class of modern U.S. Navy guided-missile destroyers known for their advanced Aegis combat system, multi-mission capabilities, and prominent role in contemporary naval operations.
E589254 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: Arleigh Burke-class destroyer | Statement: [2000 USS Cole bombing, shipClass, Arleigh Burke-class destroyer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arleigh Burke-class destroyer
Context triple: [2000 USS Cole bombing, shipClass, Arleigh Burke-class destroyer]
  • A. 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.
  • B. York class
    The York class was a British Royal Navy class of heavy cruisers built under interwar naval treaties, known for their service in World War II.
  • C. 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.
  • D. Sims-class destroyers
    Sims-class destroyers were a group of U.S. Navy warships built just before World War II that featured improved machinery and armament over earlier destroyer classes and saw extensive wartime service.
  • E. 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.
  • 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: Arleigh Burke-class destroyer
Triple: [2000 USS Cole bombing, shipClass, Arleigh Burke-class destroyer]
Generated description
The Arleigh Burke-class destroyer is a class of modern U.S. Navy guided-missile destroyers known for their advanced Aegis combat system, multi-mission capabilities, and prominent role in contemporary naval operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arleigh Burke-class destroyer
Target entity description: The Arleigh Burke-class destroyer is a class of modern U.S. Navy guided-missile destroyers known for their advanced Aegis combat system, multi-mission capabilities, and prominent role in contemporary naval operations.
  • A. 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.
  • B. York class
    The York class was a British Royal Navy class of heavy cruisers built under interwar naval treaties, known for their service in World War II.
  • C. 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.
  • D. Sims-class destroyers
    Sims-class destroyers were a group of U.S. Navy warships built just before World War II that featured improved machinery and armament over earlier destroyer classes and saw extensive wartime service.
  • E. 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.
  • 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_69c008d7a9c4819098d647ec47776917 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067f37d0881909289bafb09e29298 completed March 22, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d5966a88190a7184157b235b170 completed March 27, 2026, 7:10 a.m.
NEDg Description generation batch_69c62f5da47081908c995e28ba2ee3f8 completed March 27, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69c62fd9dd4c819091e0d87259f9d60f completed March 27, 2026, 7:20 a.m.
Created at: March 22, 2026, 4:32 p.m.