Triple
T7228766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arafura-class offshore patrol vessel |
E154849
|
entity |
| Predicate | replaces |
P101
|
FINISHED |
| Object |
Cape-class patrol boat (chartered units)
The Cape-class patrol boat (chartered units) are Australian Border Force and Royal Australian Navy patrol vessels leased from a commercial operator to provide interim maritime security and border protection capability prior to the introduction of newer offshore patrol vessels.
|
E650972
|
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: Cape-class patrol boat (chartered units) | Statement: [Arafura-class offshore patrol vessel, replaces, Cape-class patrol boat (chartered units)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cape-class patrol boat (chartered units) Context triple: [Arafura-class offshore patrol vessel, replaces, Cape-class patrol boat (chartered units)]
-
A.
Alcaraz-class offshore patrol vessel
The Alcaraz-class offshore patrol vessel is a class of modern patrol ships used by the Philippine Navy for maritime security, territorial defense, and law enforcement operations in Philippine waters.
-
B.
Arafura-class offshore patrol vessel
The Arafura-class offshore patrol vessel is a modern class of Australian-built warships designed for maritime patrol, border protection, and constabulary duties in the country’s northern and regional waters.
-
C.
Saryu-class patrol vessel
The Saryu-class patrol vessel is a series of offshore patrol ships of the Indian Navy designed for maritime surveillance, coastal and offshore security, and fleet support operations.
-
D.
Del Pilar-class offshore patrol vessel
The Del Pilar-class offshore patrol vessel is a class of large, ocean-going patrol ships used by the Philippine Navy for maritime security, surveillance, and exclusive economic zone protection.
-
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: Cape-class patrol boat (chartered units) Triple: [Arafura-class offshore patrol vessel, replaces, Cape-class patrol boat (chartered units)]
Generated description
The Cape-class patrol boat (chartered units) are Australian Border Force and Royal Australian Navy patrol vessels leased from a commercial operator to provide interim maritime security and border protection capability prior to the introduction of newer offshore patrol vessels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cape-class patrol boat (chartered units) Target entity description: The Cape-class patrol boat (chartered units) are Australian Border Force and Royal Australian Navy patrol vessels leased from a commercial operator to provide interim maritime security and border protection capability prior to the introduction of newer offshore patrol vessels.
-
A.
Alcaraz-class offshore patrol vessel
The Alcaraz-class offshore patrol vessel is a class of modern patrol ships used by the Philippine Navy for maritime security, territorial defense, and law enforcement operations in Philippine waters.
-
B.
Arafura-class offshore patrol vessel
The Arafura-class offshore patrol vessel is a modern class of Australian-built warships designed for maritime patrol, border protection, and constabulary duties in the country’s northern and regional waters.
-
C.
Saryu-class patrol vessel
The Saryu-class patrol vessel is a series of offshore patrol ships of the Indian Navy designed for maritime surveillance, coastal and offshore security, and fleet support operations.
-
D.
Del Pilar-class offshore patrol vessel
The Del Pilar-class offshore patrol vessel is a class of large, ocean-going patrol ships used by the Philippine Navy for maritime security, surveillance, and exclusive economic zone protection.
-
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
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.