Triple
T13121843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bornova district |
E311741
|
entity |
| Predicate | hasPublicTransport |
P1288
|
FINISHED |
| Object | ESHOT bus network |
E304454
|
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: ESHOT bus network | Statement: [Bornova district, hasPublicTransport, ESHOT bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESHOT bus network Context triple: [Bornova district, hasPublicTransport, ESHOT bus network]
-
A.
Eshot bus network
chosen
The Eshot bus network is the primary public bus system serving İzmir, Turkey, providing extensive urban and suburban transportation across the metropolitan area.
-
B.
ESHOT buses
ESHOT buses are the primary public bus network serving the city of İzmir, Turkey, operated by the metropolitan municipality as part of the integrated urban transport system.
-
C.
STM bus network
The STM bus network is the extensive system of urban bus routes serving neighborhoods across the island of Montreal as part of the city’s public transit infrastructure.
-
D.
SMART bus network
The SMART bus network is a regional public transit system serving the Detroit metropolitan area with fixed-route and paratransit bus services across multiple suburban communities.
-
E.
BREEZE bus network
The BREEZE bus network is a public transit system in northern San Diego County that provides local and regional bus services, integrating with rail lines like the SPRINTER to facilitate multimodal transportation.
- 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9819840b881909b76022b4c4dcaed |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e286de608190bf46af2eb656bb79 |
completed | May 3, 2026, 5:52 a.m. |
Created at: April 9, 2026, 9:06 p.m.