Triple
T23379146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lampeter |
E593687
|
entity |
| Predicate | onceServedBy |
P19592
|
FINISHED |
| Object | Carmarthen–Aberystwyth railway line |
—
|
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: Carmarthen–Aberystwyth railway line | Statement: [Lampeter, onceServedBy, Carmarthen–Aberystwyth railway line]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carmarthen–Aberystwyth railway line Context triple: [Lampeter, onceServedBy, Carmarthen–Aberystwyth railway line]
-
A.
Carmarthen–Newcastle Emlyn line
chosen
The Carmarthen–Newcastle Emlyn line was a rural railway route in west Wales that connected Carmarthen with the market town of Newcastle Emlyn, primarily serving local passenger and agricultural freight traffic before its closure.
-
B.
West Wales Line
The West Wales Line is a railway route in southwest Wales that links the South Wales rail network to coastal towns such as Carmarthen, Milford Haven, and Fishguard.
-
C.
Merthyr Line
The Merthyr Line is a commuter rail route in South Wales that connects Cardiff with Merthyr Tydfil and surrounding Valleys communities.
-
D.
Shrewsbury–Aberystwyth line
The Shrewsbury–Aberystwyth line is a rural railway route in Wales that connects the English border town of Shrewsbury with the coastal town of Aberystwyth, forming the eastern section of the Cambrian Line.
-
E.
Cynwyd Line
The Cynwyd Line is a short commuter rail service in the Philadelphia area operated by SEPTA, running between Center City and the Cynwyd neighborhood in Lower Merion Township.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: onceServedBy Context triple: [Lampeter, onceServedBy, Carmarthen–Aberystwyth railway line]
-
A.
laterServedBy
Indicates that one entity is subsequently served or provided service by another entity at a later time.
-
B.
historicallyServedBy
chosen
Indicates that an entity was provided with services or support by another entity during a past period of time.
-
C.
servedUntil
Indicates the ending time or date up to which an entity held a position, role, or service.
-
D.
servedByService
Indicates that something is provided, handled, or fulfilled by a particular service.
-
E.
servedFrom
Indicates that something is provided, delivered, or made available from a particular source or location.
- F. None of above.
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_69e25d268a50819095f2fd479da8ef3f |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a3b5e4f0819081a5d4586796677b |
completed | April 29, 2026, 6:22 a.m. |
| PD | Predicate disambiguation | batch_69f061c7aaa48190a58ce93f87155ffc |
completed | April 28, 2026, 7:29 a.m. |
Created at: April 17, 2026, 5:33 p.m.