Triple

T16283328
Position Surface form Disambiguated ID Type / Status
Subject USS Boston E395323 entity
Predicate shipClass P3141 FINISHED
Object Atlanta-class cruiser
The Atlanta-class cruiser was a World War II–era U.S. Navy light cruiser class designed primarily for anti-aircraft defense, featuring numerous dual-purpose guns and serving extensively in Pacific combat operations.
E1203389 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: Atlanta-class cruiser | Statement: [USS Boston, shipClass, Atlanta-class cruiser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atlanta-class cruiser
Context triple: [USS Boston, shipClass, Atlanta-class cruiser]
  • A. York-class cruiser
    The York-class cruiser was a class of British Royal Navy heavy cruisers built under interwar naval treaties, characterized by relatively lighter armament and armor compared to earlier heavy cruisers to meet treaty limitations.
  • B. Ticonderoga-class cruiser
    The Ticonderoga-class cruiser is a class of U.S. Navy guided-missile warships equipped with the Aegis combat system, designed for multi-role air, surface, and missile defense 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. Cleveland-class cruiser
    The Cleveland-class cruiser was a World War II–era class of U.S. Navy light cruisers known for their heavy anti-aircraft armament, numerous wartime deployments, and later conversions into guided missile cruisers.
  • E. 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.
  • 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: Atlanta-class cruiser
Triple: [USS Boston, shipClass, Atlanta-class cruiser]
Generated description
The Atlanta-class cruiser was a World War II–era U.S. Navy light cruiser class designed primarily for anti-aircraft defense, featuring numerous dual-purpose guns and serving extensively in Pacific combat operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atlanta-class cruiser
Target entity description: The Atlanta-class cruiser was a World War II–era U.S. Navy light cruiser class designed primarily for anti-aircraft defense, featuring numerous dual-purpose guns and serving extensively in Pacific combat operations.
  • A. York-class cruiser
    The York-class cruiser was a class of British Royal Navy heavy cruisers built under interwar naval treaties, characterized by relatively lighter armament and armor compared to earlier heavy cruisers to meet treaty limitations.
  • B. Ticonderoga-class cruiser
    The Ticonderoga-class cruiser is a class of U.S. Navy guided-missile warships equipped with the Aegis combat system, designed for multi-role air, surface, and missile defense 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. Cleveland-class cruiser
    The Cleveland-class cruiser was a World War II–era class of U.S. Navy light cruisers known for their heavy anti-aircraft armament, numerous wartime deployments, and later conversions into guided missile cruisers.
  • E. 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.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24912c5808190a0d9c9f491315068 completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017c6b72081908a21e5099f463b62 completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a001876efb081909c0940ebcf265f15 completed May 10, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0018f6de84819087b8e97b0400c77d completed May 10, 2026, 5:34 a.m.
Created at: April 10, 2026, 5:05 a.m.