Triple
T18181792
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston, Scotland |
E435302
|
entity |
| Predicate | hasNearbyMotorway |
P385
|
FINISHED |
| Object | M8 motorway |
—
|
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: M8 motorway | Statement: [Livingston, Scotland, hasNearbyMotorway, M8 motorway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M8 motorway Context triple: [Livingston, Scotland, hasNearbyMotorway, M8 motorway]
-
A.
M8 motorway
chosen
The M8 motorway is a major Scottish highway linking the cities of Glasgow and Edinburgh and serving as a key east–west transport corridor across the Central Belt.
-
B.
M8 motorway
The M8 motorway is a major Irish highway linking Cork to Dublin, forming a key part of the country’s primary inter-urban road network.
-
C.
M7 motorway
The M7 motorway is a major Hungarian highway that links Budapest with Lake Balaton and continues toward the Croatian border, serving as a key route in southwestern Hungary.
-
D.
M7 motorway
The M7 motorway is a major Irish route connecting Dublin with Limerick and serving as a key part of the country’s primary east–west transport corridor.
-
E.
M9 motorway
The M9 motorway is a major Scottish highway connecting Edinburgh to Stirling and the Highlands, serving as a key transport route through central Scotland.
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dffb3bc88190a627be9c444d5c7d |
completed | April 19, 2026, 2 p.m. |
Created at: April 10, 2026, 10:31 a.m.