Triple
T7228767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arafura-class offshore patrol vessel |
E154849
|
entity |
| Predicate | replaces |
P101
|
FINISHED |
| Object |
Huon-class minehunter coastal (in some roles)
The Huon-class minehunter coastal is a class of Royal Australian Navy vessels designed primarily for coastal minehunting and clearance operations using advanced sonar and remotely operated vehicles.
|
E81505
|
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: Huon-class minehunter coastal (in some roles) | Statement: [Arafura-class offshore patrol vessel, replaces, Huon-class minehunter coastal (in some roles)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huon-class minehunter coastal (in some roles) Context triple: [Arafura-class offshore patrol vessel, replaces, Huon-class minehunter coastal (in some roles)]
-
A.
Kamorta-class corvette
The Kamorta-class corvette is a class of Indian-built anti-submarine warfare stealth corvettes designed for coastal and blue-water operations.
-
B.
Buyan-class corvette
The Buyan-class corvette is a class of small, Russian Navy missile-armed warships designed for littoral operations and capable of launching long-range cruise missiles.
-
C.
Tarantul-class corvette
The Tarantul-class corvette is a Soviet-designed small missile ship known for its high-speed, anti-ship missile capabilities and widespread service in various navies.
-
D.
Ranger class
The Ranger class was a group of early U.S. Navy aircraft carriers that helped pioneer carrier design and operations before World War II.
-
E.
Kingston-class coastal defence vessel
The Kingston-class coastal defence vessel is a class of Canadian naval ships designed primarily for coastal surveillance, minesweeping, and patrol 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: Huon-class minehunter coastal (in some roles) Triple: [Arafura-class offshore patrol vessel, replaces, Huon-class minehunter coastal (in some roles)]
Generated description
The Huon-class minehunter coastal is a class of Royal Australian Navy vessels designed primarily for coastal minehunting and clearance operations using advanced sonar and remotely operated vehicles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huon-class minehunter coastal (in some roles) Target entity description: The Huon-class minehunter coastal is a class of Royal Australian Navy vessels designed primarily for coastal minehunting and clearance operations using advanced sonar and remotely operated vehicles.
-
A.
Kamorta-class corvette
The Kamorta-class corvette is a class of Indian-built anti-submarine warfare stealth corvettes designed for coastal and blue-water operations.
-
B.
Buyan-class corvette
The Buyan-class corvette is a class of small, Russian Navy missile-armed warships designed for littoral operations and capable of launching long-range cruise missiles.
-
C.
Tarantul-class corvette
The Tarantul-class corvette is a Soviet-designed small missile ship known for its high-speed, anti-ship missile capabilities and widespread service in various navies.
-
D.
Ranger class
The Ranger class was a group of early U.S. Navy aircraft carriers that helped pioneer carrier design and operations before World War II.
-
E.
Kingston-class coastal defence vessel
chosen
The Kingston-class coastal defence vessel is a class of Canadian naval ships designed primarily for coastal surveillance, minesweeping, and patrol duties.
- F. None of above.
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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6e9e0ba248190a57a3b4fa8b858c7 |
completed | March 27, 2026, 8:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc1cdfb88190934387e44531b732 |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cdb372c481908a09df2107ada8c3 |
completed | March 28, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cebb70c881908e851556b678342a |
completed | March 28, 2026, 12:51 p.m. |
Created at: March 27, 2026, 2:54 p.m.