Triple
T14693555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HMS Astute |
E345096
|
entity |
| Predicate | class |
P87
|
FINISHED |
| Object |
Astute class
The Astute class is a series of advanced nuclear-powered attack submarines built for the British Royal Navy, noted for their stealth, endurance, and sophisticated weapons and sensor systems.
|
E1114414
|
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: Astute class | Statement: [HMS Astute, class, Astute class]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Astute class Context triple: [HMS Astute, class, Astute class]
-
A.
Klass
Klass is a surname most notably associated with Philip J. Klass, an American journalist and prominent UFO skeptic.
-
B.
Classe
Classe is a historic coastal area near Ravenna in Italy, renowned for its early Christian monuments and archaeological remains.
-
C.
Klassen
Klassen is a surname most notably associated with Canadian speed skater and Olympic medalist Cindy Klassen.
-
D.
Daring class
The Daring class was a group of post–World War II Royal Navy destroyers designed as fast, heavily armed fleet escorts with advanced anti-aircraft and anti-submarine capabilities.
-
E.
Clase
Clase is a residential district and community within the City and County of Swansea in South Wales.
- 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: Astute class Triple: [HMS Astute, class, Astute class]
Generated description
The Astute class is a series of advanced nuclear-powered attack submarines built for the British Royal Navy, noted for their stealth, endurance, and sophisticated weapons and sensor systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Astute class Target entity description: The Astute class is a series of advanced nuclear-powered attack submarines built for the British Royal Navy, noted for their stealth, endurance, and sophisticated weapons and sensor systems.
-
A.
Klass
Klass is a surname most notably associated with Philip J. Klass, an American journalist and prominent UFO skeptic.
-
B.
Classe
Classe is a historic coastal area near Ravenna in Italy, renowned for its early Christian monuments and archaeological remains.
-
C.
Klassen
Klassen is a surname most notably associated with Canadian speed skater and Olympic medalist Cindy Klassen.
-
D.
Daring class
The Daring class was a group of post–World War II Royal Navy destroyers designed as fast, heavily armed fleet escorts with advanced anti-aircraft and anti-submarine capabilities.
-
E.
Clase
Clase is a residential district and community within the City and County of Swansea in South Wales.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb586e7108190be644db9cf9a4d99 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde18b4bdc8190b5daf05484de7cd8 |
completed | May 8, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_69fde5c65ce0819092a385e92243a3c7 |
completed | May 8, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fde638f42c8190ba56f9e2f4b03090 |
completed | May 8, 2026, 1:33 p.m. |
Created at: April 10, 2026, 1:28 a.m.