Triple
T22236412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | British Rail Class 323 |
E549604
|
entity |
| Predicate | family |
P566
|
FINISHED |
| Object | Networker family (broadly related design era) |
—
|
NE NERFINISHED |
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: Networker family (broadly related design era) | Statement: [British Rail Class 323, family, Networker family (broadly related design era)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Networker family (broadly related design era) Context triple: [British Rail Class 323, family, Networker family (broadly related design era)]
-
A.
Networker
chosen
Networker is a family of electric and diesel multiple-unit trains used on suburban and regional rail services in southeast England.
-
B.
Networker Turbo (Class 165/166)
Networker Turbo (Class 165/166) is a family of British diesel multiple-unit commuter trains introduced in the early 1990s for regional and suburban services, derived from the Networker design.
-
C.
Xerrox series
The Xerrox series is a collection of experimental electronic music albums by Alva Noto that explore heavily processed, copy-based soundscapes and ambient textures.
-
D.
Netze
Netze is the German name for the Noteć, a river in north-central Poland that is a tributary of the Warta.
-
E.
Preferred Networks
Preferred Networks is a Japanese technology company specializing in artificial intelligence and deep learning, known for creating the Chainer deep learning framework and collaborating with major industrial partners.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e4102b881909cf47d3768e25c19 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12bf7b1d8819091087dcfdb2e967c |
completed | April 28, 2026, 9:51 p.m. |
Created at: April 16, 2026, 8:38 p.m.