Triple
T23196073
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | British Rail second-generation DMUs |
E579870
|
entity |
| Predicate | followed by |
P134
|
FINISHED |
| Object | British Rail third-generation DMUs and DEMUs |
—
|
NE NERFINISHED |
How this triple was built (3 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: British Rail third-generation DMUs and DEMUs | Statement: [British Rail second-generation DMUs, followed by, British Rail third-generation DMUs and DEMUs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: British Rail third-generation DMUs and DEMUs Context triple: [British Rail second-generation DMUs, followed by, British Rail third-generation DMUs and DEMUs]
-
A.
British Rail second-generation DMUs
British Rail second-generation DMUs are more modern diesel multiple-unit trains introduced from the 1980s onward to replace earlier designs, featuring improved performance, comfort, and reliability across the UK rail network.
-
B.
British Rail first-generation DMUs
British Rail first-generation DMUs were early diesel multiple-unit passenger trains introduced in the mid-20th century to modernize and replace steam-hauled services on Britain’s rail network.
-
C.
British Rail Class 127 DMU
The British Rail Class 127 DMU was a high-density diesel multiple unit built in the late 1950s for intensive suburban services on the Midland Main Line, particularly around London St Pancras.
-
D.
British Rail electric multiple units
British Rail electric multiple units are self-propelled electric passenger train sets used across the British railway network, typically formed of multiple carriages that can be coupled and operated together.
-
E.
British Rail Class 317 electric multiple units
The British Rail Class 317 electric multiple units are a series of suburban electric trains introduced in the early 1980s for commuter services around London, known for their steel-bodied Mark 3–derived design and long service life.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: British Rail third-generation DMUs and DEMUs Target entity description: British Rail third-generation DMUs and DEMUs are modern diesel multiple-unit and diesel-electric multiple-unit train families introduced in the late 20th century to replace older rolling stock with improved performance, comfort, and efficiency on the UK rail network.
-
A.
British Rail second-generation DMUs
British Rail second-generation DMUs are more modern diesel multiple-unit trains introduced from the 1980s onward to replace earlier designs, featuring improved performance, comfort, and reliability across the UK rail network.
-
B.
British Rail first-generation DMUs
British Rail first-generation DMUs were early diesel multiple-unit passenger trains introduced in the mid-20th century to modernize and replace steam-hauled services on Britain’s rail network.
-
C.
British Rail Class 127 DMU
The British Rail Class 127 DMU was a high-density diesel multiple unit built in the late 1950s for intensive suburban services on the Midland Main Line, particularly around London St Pancras.
-
D.
British Rail electric multiple units
British Rail electric multiple units are self-propelled electric passenger train sets used across the British railway network, typically formed of multiple carriages that can be coupled and operated together.
-
E.
British Rail Class 317 electric multiple units
The British Rail Class 317 electric multiple units are a series of suburban electric trains introduced in the early 1980s for commuter services around London, known for their steel-bodied Mark 3–derived design and long service life.
- F. None of above. chosen
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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18fdb279c81908dcc46f2786a86cd |
completed | April 29, 2026, 4:58 a.m. |
Created at: April 17, 2026, 4:06 p.m.