Triple
T22369995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USNS Capable |
E553014
|
entity |
| Predicate | class |
P87
|
FINISHED |
| Object |
Stalwart class
The Stalwart class is a series of U.S. Navy ocean surveillance ships designed primarily for anti-submarine warfare support and underwater acoustic data collection during the Cold War.
|
E1533046
|
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: Stalwart class | Statement: [USNS Capable, class, Stalwart class]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stalwart class Context triple: [USNS Capable, class, Stalwart class]
-
A.
Jubilee Class
The Jubilee Class was a series of British LMS Stanier 4-6-0 steam locomotives built in the 1930s for mixed-traffic duties across the UK rail network.
-
B.
Duchess Class
The Duchess Class is a series of powerful British express steam locomotives built for the London, Midland and Scottish Railway in the 1930s to haul high-speed passenger services.
-
C.
Bagley class
The Bagley class was a group of U.S. Navy destroyers built in the late 1930s that saw extensive service during World War II, particularly in the Pacific Theater.
-
D.
Victoria class
The Victoria class is a group of diesel-electric attack submarines operated by the Royal Canadian Navy, originally built for the Royal Navy as the Upholder class.
-
E.
Devonshire class
The Devonshire class was a group of early 20th-century British armored cruisers built for the Royal Navy, serving in various roles including patrol, escort, and fleet support before and during World War I.
- 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: Stalwart class Triple: [USNS Capable, class, Stalwart class]
Generated description
The Stalwart class is a series of U.S. Navy ocean surveillance ships designed primarily for anti-submarine warfare support and underwater acoustic data collection during the Cold War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stalwart class Target entity description: The Stalwart class is a series of U.S. Navy ocean surveillance ships designed primarily for anti-submarine warfare support and underwater acoustic data collection during the Cold War.
-
A.
Jubilee Class
The Jubilee Class was a series of British LMS Stanier 4-6-0 steam locomotives built in the 1930s for mixed-traffic duties across the UK rail network.
-
B.
Duchess Class
The Duchess Class is a series of powerful British express steam locomotives built for the London, Midland and Scottish Railway in the 1930s to haul high-speed passenger services.
-
C.
Bagley class
The Bagley class was a group of U.S. Navy destroyers built in the late 1930s that saw extensive service during World War II, particularly in the Pacific Theater.
-
D.
Victoria class
The Victoria class is a group of diesel-electric attack submarines operated by the Royal Canadian Navy, originally built for the Royal Navy as the Upholder class.
-
E.
Devonshire class
The Devonshire class was a group of early 20th-century British armored cruisers built for the Royal Navy, serving in various roles including patrol, escort, and fleet support before and during World War I.
- 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_69e11e4affcc8190ba7c27d29062558d |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f158032b748190ad36c7e3809304e9 |
completed | April 29, 2026, 12:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae06a3304819087a6f0f97d9b2d5a |
completed | May 18, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_6a0ae1fc97fc8190a29ec44cdc293591 |
completed | May 18, 2026, 9:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae27a0cd88190aa869980829625a4 |
completed | May 18, 2026, 9:57 a.m. |
Created at: April 16, 2026, 8:44 p.m.