Triple

T5573536
Position Surface form Disambiguated ID Type / Status
Subject USS Turner Joy (DD-951) E146261 entity
Predicate shipClass P3141 FINISHED
Object Forrest Sherman class
The Forrest Sherman class was a group of post–World War II U.S. Navy destroyers designed for anti-aircraft and anti-submarine warfare during the early Cold War era.
E533530 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: Forrest Sherman class | Statement: [USS Turner Joy (DD-951), shipClass, Forrest Sherman class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forrest Sherman class
Context triple: [USS Turner Joy (DD-951), shipClass, Forrest Sherman class]
  • A. Pensacola class
    The Pensacola class was a pair of early U.S. Navy heavy cruisers built under the limitations of the Washington Naval Treaty, notable for their heavy armament and relatively light armor.
  • B. South Dakota class
    The South Dakota class was a group of fast battleships built for the United States Navy during World War II, known for their heavy armor, powerful armament, and service in major Pacific Theater operations.
  • 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. New Mexico-class battleship
    The New Mexico-class battleship was a group of U.S. Navy dreadnoughts built during World War I that introduced improved firepower, armor, and propulsion over earlier classes and served through World War II.
  • E. Brooklyn-class cruiser
    The Brooklyn-class cruiser was a class of United States Navy light cruisers built in the 1930s, known for their heavy main battery of fifteen 6-inch guns and extensive World War II service, with some ships later serving in foreign 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: Forrest Sherman class
Triple: [USS Turner Joy (DD-951), shipClass, Forrest Sherman class]
Generated description
The Forrest Sherman class was a group of post–World War II U.S. Navy destroyers designed for anti-aircraft and anti-submarine warfare during the early Cold War era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forrest Sherman class
Target entity description: The Forrest Sherman class was a group of post–World War II U.S. Navy destroyers designed for anti-aircraft and anti-submarine warfare during the early Cold War era.
  • A. Pensacola class
    The Pensacola class was a pair of early U.S. Navy heavy cruisers built under the limitations of the Washington Naval Treaty, notable for their heavy armament and relatively light armor.
  • B. South Dakota class
    The South Dakota class was a group of fast battleships built for the United States Navy during World War II, known for their heavy armor, powerful armament, and service in major Pacific Theater operations.
  • 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. New Mexico-class battleship
    The New Mexico-class battleship was a group of U.S. Navy dreadnoughts built during World War I that introduced improved firepower, armor, and propulsion over earlier classes and served through World War II.
  • E. Brooklyn-class cruiser
    The Brooklyn-class cruiser was a class of United States Navy light cruisers built in the 1930s, known for their heavy main battery of fifteen 6-inch guns and extensive World War II service, with some ships later serving in foreign 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_69c008ffed108190a084602227af6157 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02052dd0481909aba6863831357eb completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02852a6fc8190a543508ab3237f95 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c0430e51fc819084706f52a815350a completed March 22, 2026, 7:29 p.m.
NED2 Entity disambiguation (via description) batch_69c046e54a20819080eef5179f206314 completed March 22, 2026, 7:45 p.m.
Created at: March 22, 2026, 3:37 p.m.