Triple
T3291768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Navy Submarine Service |
E69116
|
entity |
| Predicate | historicalEquipment |
P47777
|
FINISHED |
| Object |
Resolution-class submarines
Resolution-class submarines were the Royal Navy’s first ballistic missile submarines, forming the backbone of the United Kingdom’s sea-based nuclear deterrent during the Cold War.
|
E345106
|
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: Resolution-class submarines | Statement: [Royal Navy Submarine Service, historicalEquipment, Resolution-class submarines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Resolution-class submarines Context triple: [Royal Navy Submarine Service, historicalEquipment, Resolution-class submarines]
-
A.
Rubis-class nuclear attack submarines
The Rubis-class nuclear attack submarines are a series of French Navy vessels designed for anti-submarine and anti-surface warfare, reconnaissance, and support of strategic forces, notable for being among the smallest nuclear-powered attack submarines ever built.
-
B.
Skipjack-class nuclear submarines
The Skipjack-class nuclear submarines were a pioneering class of fast attack submarines in the U.S. Navy, notable for their teardrop hull design and enhanced underwater speed and maneuverability during the Cold War era.
-
C.
Delta-class submarine
The Delta-class submarine is a series of Soviet nuclear-powered ballistic missile submarines developed during the Cold War to enhance the USSR’s strategic nuclear deterrent.
-
D.
Upholder-class submarine
The Upholder-class submarine was a class of diesel-electric attack submarines built for the Royal Navy in the late 20th century, later modernized and transferred to Canada where they became the Victoria-class.
-
E.
Ula-class submarines
Ula-class submarines are a fleet of small, modern diesel-electric attack submarines operated by Norway, optimized for stealthy coastal and littoral operations.
- 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: Resolution-class submarines Triple: [Royal Navy Submarine Service, historicalEquipment, Resolution-class submarines]
Generated description
Resolution-class submarines were the Royal Navy’s first ballistic missile submarines, forming the backbone of the United Kingdom’s sea-based nuclear deterrent during the Cold War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Resolution-class submarines Target entity description: Resolution-class submarines were the Royal Navy’s first ballistic missile submarines, forming the backbone of the United Kingdom’s sea-based nuclear deterrent during the Cold War.
-
A.
Rubis-class nuclear attack submarines
The Rubis-class nuclear attack submarines are a series of French Navy vessels designed for anti-submarine and anti-surface warfare, reconnaissance, and support of strategic forces, notable for being among the smallest nuclear-powered attack submarines ever built.
-
B.
Skipjack-class nuclear submarines
The Skipjack-class nuclear submarines were a pioneering class of fast attack submarines in the U.S. Navy, notable for their teardrop hull design and enhanced underwater speed and maneuverability during the Cold War era.
-
C.
Delta-class submarine
The Delta-class submarine is a series of Soviet nuclear-powered ballistic missile submarines developed during the Cold War to enhance the USSR’s strategic nuclear deterrent.
-
D.
Upholder-class submarine
The Upholder-class submarine was a class of diesel-electric attack submarines built for the Royal Navy in the late 20th century, later modernized and transferred to Canada where they became the Victoria-class.
-
E.
Ula-class submarines
Ula-class submarines are a fleet of small, modern diesel-electric attack submarines operated by Norway, optimized for stealthy coastal and littoral operations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: historicalEquipment Context triple: [Royal Navy Submarine Service, historicalEquipment, Resolution-class submarines]
-
A.
historicalAircraftOperated
Indicates that an entity previously operated a specific aircraft model during a past period, but no longer does so.
-
B.
hasMilitarySignificanceSince
Indicates that something has held military importance or strategic value starting from a specified point in time.
-
C.
historicalPeriodOfUse
Indicates the time period during which something was in active use or commonly utilized.
-
D.
artilleryUsedBy
Indicates that a particular artillery asset is operated or employed by a specified user, such as a military unit, organization, or country.
-
E.
historicallyUsedFor
Indicates that something served a particular function or purpose at some point in the past, even if it may no longer be used that way now.
- 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_69b2e8654e8481908f4a8efa219edc54 |
completed | March 12, 2026, 4:23 p.m. |
| NEDg | Description generation | batch_69b2ec67e79c8190b29970f856c7e5cf |
completed | March 12, 2026, 4:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ed1b17a88190ac06092ad012bd9b |
completed | March 12, 2026, 4:43 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.