Triple

T7680272
Position Surface form Disambiguated ID Type / Status
Subject USS Oliver Hazard Perry (FFG-7) E173973 entity
Predicate class P87 FINISHED
Object 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.
E680909 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: Oliver Hazard Perry-class frigate | Statement: [USS Oliver Hazard Perry (FFG-7), class, Oliver Hazard Perry-class frigate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oliver Hazard Perry-class frigate
Context triple: [USS Oliver Hazard Perry (FFG-7), class, Oliver Hazard Perry-class frigate]
  • 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. 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.
  • 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. Wichita-class cruiser
    The Wichita-class cruiser was a class of U.S. Navy heavy cruisers built in the late 1930s that bridged the design between earlier treaty cruisers and the more advanced World War II-era Baltimore-class.
  • E. 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.
  • 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: Oliver Hazard Perry-class frigate
Triple: [USS Oliver Hazard Perry (FFG-7), class, Oliver Hazard Perry-class frigate]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oliver Hazard Perry-class frigate
Target entity description: 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.
  • 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. 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.
  • 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. Wichita-class cruiser
    The Wichita-class cruiser was a class of U.S. Navy heavy cruisers built in the late 1930s that bridged the design between earlier treaty cruisers and the more advanced World War II-era Baltimore-class.
  • E. 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.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701ffc1fc8190bc9c2b1f3bb37f0d completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a24de3a48190a92009b6092b09d0 completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a30d3fac8190bec7e2748bc8f17e completed March 29, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69c8a3d2e660819099f90a9e43310381 completed March 29, 2026, 4 a.m.
Created at: March 27, 2026, 4:01 p.m.