Triple
T2992704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halifax-class frigate |
E80992
|
entity |
| Predicate | modernizationProgram |
P4337
|
FINISHED |
| Object | Halifax Class Modernization |
E80992
|
NE FINISHED |
How this triple was built (2 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: Halifax Class Modernization | Statement: [Halifax-class frigate, modernizationProgram, Halifax Class Modernization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halifax Class Modernization Context triple: [Halifax-class frigate, modernizationProgram, Halifax Class Modernization]
-
A.
Halifax-class frigate
chosen
The Halifax-class frigate is a class of Canadian multi-role warships designed primarily for anti-submarine and general-purpose naval operations.
-
B.
Type 45 destroyers
Type 45 destroyers are advanced British Royal Navy air-defence warships designed primarily to protect fleets from aerial and missile threats using sophisticated radar and missile systems.
-
C.
Queen Elizabeth-class aircraft carriers
The Queen Elizabeth-class aircraft carriers are the Royal Navy’s largest and most advanced warships, designed as modern flagship vessels capable of deploying fixed-wing jets and helicopters for global power projection.
-
D.
HMC Dockyard Halifax
HMC Dockyard Halifax is a major Royal Canadian Navy base and shipyard located in Halifax, Nova Scotia, serving as one of Canada’s primary Atlantic maritime defence and support facilities.
-
E.
BAE Systems Naval Ships
BAE Systems Naval Ships is a division of BAE Systems that specializes in designing and building major surface warships for the Royal Navy and other international customers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad8b187fc8819085914d3c9ea3142d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99e12c5c8190af7cc20e4c48bf45 |
completed | March 8, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b109061684819086777d3b871c94f8 |
completed | March 11, 2026, 6:17 a.m. |
Created at: March 8, 2026, 2:59 p.m.