Triple
T3291694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Astute-class submarine |
E69115
|
entity |
| Predicate | thirdBoat |
P47772
|
FINISHED |
| Object |
HMS Artful
HMS Artful is a Royal Navy nuclear-powered attack submarine of the Astute class, designed for stealthy intelligence gathering, anti-ship and anti-submarine warfare, and precision land-attack missions.
|
E417954
|
NE FINISHED |
How this triple was built (5 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: HMS Artful | Statement: [Astute-class submarine, thirdBoat, HMS Artful]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HMS Artful Context triple: [Astute-class submarine, thirdBoat, HMS Artful]
-
A.
HMS Heron
HMS Heron is the Royal Navy’s Fleet Air Arm air station at Yeovilton in Somerset, serving as a major base for naval aviation operations and training.
-
B.
HMS Naiad
HMS Naiad was a British Royal Navy light cruiser that saw active service during the Second World War, including operations in the Mediterranean.
-
C.
HMS Ambush
HMS Ambush is a British Royal Navy nuclear-powered attack submarine of the Astute class, designed for stealth, intelligence gathering, and precision strike capabilities.
-
D.
HMS Vigilant
HMS Vigilant is a British Royal Navy Vanguard-class nuclear-powered ballistic missile submarine that carries and deploys the UK's Trident nuclear deterrent.
-
E.
HMS Arethusa
HMS Arethusa was a British Royal Navy light cruiser that served prominently during the early years of World War II, including North Sea operations and convoy escort duties.
- 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: HMS Artful Triple: [Astute-class submarine, thirdBoat, HMS Artful]
Generated description
HMS Artful is a Royal Navy nuclear-powered attack submarine of the Astute class, designed for stealthy intelligence gathering, anti-ship and anti-submarine warfare, and precision land-attack missions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HMS Artful Target entity description: HMS Artful is a Royal Navy nuclear-powered attack submarine of the Astute class, designed for stealthy intelligence gathering, anti-ship and anti-submarine warfare, and precision land-attack missions.
-
A.
HMS Heron
HMS Heron is the Royal Navy’s Fleet Air Arm air station at Yeovilton in Somerset, serving as a major base for naval aviation operations and training.
-
B.
HMS Naiad
HMS Naiad was a British Royal Navy light cruiser that saw active service during the Second World War, including operations in the Mediterranean.
-
C.
HMS Ambush
HMS Ambush is a British Royal Navy nuclear-powered attack submarine of the Astute class, designed for stealth, intelligence gathering, and precision strike capabilities.
-
D.
HMS Vigilant
HMS Vigilant is a British Royal Navy Vanguard-class nuclear-powered ballistic missile submarine that carries and deploys the UK's Trident nuclear deterrent.
-
E.
HMS Arethusa
HMS Arethusa was a British Royal Navy light cruiser that served prominently during the early years of World War II, including North Sea operations and convoy escort duties.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: thirdBoat Context triple: [Astute-class submarine, thirdBoat, HMS Artful]
-
A.
hasBoat
Indicates that one entity possesses, owns, or has control over a boat.
-
B.
thirdSingle
Indicates that an entity is the third single (e.g., third single release) associated with another entity, typically in a sequence such as from an album or artist.
-
C.
hullType
Indicates the specific structural design or configuration of an object's hull, typically classifying how its outer body or shell is shaped or constructed.
-
D.
thirdWord
Indicates that one entity is the third word in sequence within another entity (such as a text or phrase).
-
E.
boatServiceFrom
Indicates that a boat transportation service operates starting from a specified location to one or more other locations.
- F. None of above. chosen
Provenance (7 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_69ad859d45748190b0742408c954b39f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb05d0c908190a927d1af78e27de0 |
completed | March 8, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f070d6081909bc6ae1ce127c3d7 |
completed | March 14, 2026, 3:30 p.m. |
| NEDg | Description generation | batch_69b582f9c858819094de05e240c98594 |
completed | March 14, 2026, 3:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5836543848190abbf31c04804358d |
completed | March 14, 2026, 3:48 p.m. |
| PD | Predicate disambiguation | batch_69ada42407dc81909f60d7a14e1b7934 |
completed | March 8, 2026, 4:30 p.m. |
| PDg | Predicate description generation | batch_69ada526764881908e4bd52938d5374d |
completed | March 8, 2026, 4:34 p.m. |
Created at: March 8, 2026, 3:10 p.m.