Triple

T7374687
Position Surface form Disambiguated ID Type / Status
Subject General Dynamics Bath Iron Works E170093 entity
Predicate notableProgram P4 FINISHED
Object DDG-1000 Zumwalt-class program
The DDG-1000 Zumwalt-class program is a U.S. Navy initiative to develop a new generation of stealthy, technologically advanced guided-missile destroyers featuring cutting-edge sensors, weapons, and reduced radar signatures.
E661679 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: DDG-1000 Zumwalt-class program | Statement: [General Dynamics Bath Iron Works, notableProgram, DDG-1000 Zumwalt-class program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DDG-1000 Zumwalt-class program
Context triple: [General Dynamics Bath Iron Works, notableProgram, DDG-1000 Zumwalt-class program]
  • A. Arctic and Offshore Patrol Ship program
    The Arctic and Offshore Patrol Ship program is a Canadian naval procurement initiative to build a fleet of ice-capable patrol vessels for asserting sovereignty and conducting security and support operations in the Arctic and offshore waters.
  • 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. 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.
  • D. Columbia-class submarine
    The Columbia-class submarine is the U.S. Navy’s next-generation nuclear-powered ballistic missile submarine designed to replace the aging Ohio-class as the backbone of America’s sea-based nuclear deterrent.
  • E. USS Daniel Inouye (DDG-118)
    USS Daniel Inouye (DDG-118) is a U.S. Navy Arleigh Burke–class guided-missile destroyer named in honor of the late U.S. Senator and World War II Medal of Honor recipient Daniel K. Inouye.
  • 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: DDG-1000 Zumwalt-class program
Triple: [General Dynamics Bath Iron Works, notableProgram, DDG-1000 Zumwalt-class program]
Generated description
The DDG-1000 Zumwalt-class program is a U.S. Navy initiative to develop a new generation of stealthy, technologically advanced guided-missile destroyers featuring cutting-edge sensors, weapons, and reduced radar signatures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DDG-1000 Zumwalt-class program
Target entity description: The DDG-1000 Zumwalt-class program is a U.S. Navy initiative to develop a new generation of stealthy, technologically advanced guided-missile destroyers featuring cutting-edge sensors, weapons, and reduced radar signatures.
  • A. Arctic and Offshore Patrol Ship program
    The Arctic and Offshore Patrol Ship program is a Canadian naval procurement initiative to build a fleet of ice-capable patrol vessels for asserting sovereignty and conducting security and support operations in the Arctic and offshore waters.
  • 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. 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.
  • D. Columbia-class submarine
    The Columbia-class submarine is the U.S. Navy’s next-generation nuclear-powered ballistic missile submarine designed to replace the aging Ohio-class as the backbone of America’s sea-based nuclear deterrent.
  • E. USS Daniel Inouye (DDG-118)
    USS Daniel Inouye (DDG-118) is a U.S. Navy Arleigh Burke–class guided-missile destroyer named in honor of the late U.S. Senator and World War II Medal of Honor recipient Daniel K. Inouye.
  • 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_69c68a5bfaac81909ce7f001dfb70c76 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1a6643c81909d626c8b6a7a11fd completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c810de7618819099ab4ff328255d92 completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c8118441948190a80873b98ea3fd30 completed March 28, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8125baee8819084a4008c791d7431 completed March 28, 2026, 5:39 p.m.
Created at: March 27, 2026, 3:07 p.m.