Triple
T7228769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arafura-class offshore patrol vessel |
E154849
|
entity |
| Predicate | replaces |
P101
|
FINISHED |
| Object |
Paluma-class survey motor launch (in some roles)
The Paluma-class survey motor launch is a class of small hydrographic survey vessels operated by the Royal Australian Navy, primarily used for coastal charting and shallow-water reconnaissance.
|
E650973
|
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: Paluma-class survey motor launch (in some roles) | Statement: [Arafura-class offshore patrol vessel, replaces, Paluma-class survey motor launch (in some roles)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paluma-class survey motor launch (in some roles) Context triple: [Arafura-class offshore patrol vessel, replaces, Paluma-class survey motor launch (in some roles)]
-
A.
Serna-class landing craft
The Serna-class landing craft is a Russian Navy amphibious vessel class designed for high-speed transport and beach landing of troops, vehicles, and equipment, notably used within formations such as the Caspian Flotilla.
-
B.
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.
-
C.
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.
-
D.
Harry DeWolf-class offshore patrol vessel
The Harry DeWolf-class offshore patrol vessel is a class of Arctic-capable warships designed for surveillance, sovereignty enforcement, and support operations in Canada's northern and coastal waters.
-
E.
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.
- 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: Paluma-class survey motor launch (in some roles) Triple: [Arafura-class offshore patrol vessel, replaces, Paluma-class survey motor launch (in some roles)]
Generated description
The Paluma-class survey motor launch is a class of small hydrographic survey vessels operated by the Royal Australian Navy, primarily used for coastal charting and shallow-water reconnaissance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paluma-class survey motor launch (in some roles) Target entity description: The Paluma-class survey motor launch is a class of small hydrographic survey vessels operated by the Royal Australian Navy, primarily used for coastal charting and shallow-water reconnaissance.
-
A.
Serna-class landing craft
The Serna-class landing craft is a Russian Navy amphibious vessel class designed for high-speed transport and beach landing of troops, vehicles, and equipment, notably used within formations such as the Caspian Flotilla.
-
B.
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.
-
C.
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.
-
D.
Harry DeWolf-class offshore patrol vessel
The Harry DeWolf-class offshore patrol vessel is a class of Arctic-capable warships designed for surveillance, sovereignty enforcement, and support operations in Canada's northern and coastal waters.
-
E.
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.
- 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.