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.