Triple
T12739272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | İzmir urban transport network |
E304444
|
entity |
| Predicate | primaryRailHub |
P2958
|
FINISHED |
| Object | Halkapınar transfer center |
E303195
|
NE FINISHED |
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: Halkapınar transfer center | Statement: [İzmir urban transport network, primaryRailHub, Halkapınar transfer center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halkapınar transfer center Context triple: [İzmir urban transport network, primaryRailHub, Halkapınar transfer center]
-
A.
Halkapınar
chosen
Halkapınar is a major transport hub and urban area in İzmir, Turkey, known for its extensive rail and tram connections.
-
B.
Halkapınar
Halkapınar is a small rural district and municipality in central Turkey’s Konya Province, known for its agricultural character and proximity to the Taurus Mountains.
-
C.
Ahırlı
Ahırlı is a small rural district and town located within Konya Province in central Turkey.
-
D.
Yeni Turan
"Yeni Turan" is a political novel by Turkish author Halide Edib Adıvar that explores nationalism, modernization, and social change in the late Ottoman period.
-
E.
Bozkurtlar
Bozkurtlar is the Turkish name for the Grey Wolves, a Turkish ultranationalist organization known for its far-right ideology and militant activities.
- 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: primaryRailHub Context triple: [İzmir urban transport network, primaryRailHub, Halkapınar transfer center]
-
A.
primaryHubFor
chosen
Indicates that one entity serves as the main central hub or core point of coordination for another entity or set of entities.
-
B.
primaryRoute
Indicates that one route is designated as the main or preferred path among possible alternatives between locations.
-
C.
primaryBus
Indicates that one entity functions as the main or principal bus associated with another entity within a system or configuration.
-
D.
primaryRailUse
Indicates the main or predominant purpose for which a rail line, segment, or facility is used (e.g., passenger, freight, or mixed traffic).
-
E.
primaryRouteType
Indicates the main category or kind of route associated with an entity, such as its primary mode, path, or routing classification.
- F. None of above.
Provenance (4 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_69d7bdf1426c8190a4402e1c4cdec33a |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96d89ea70819098c470344f172167 |
completed | April 10, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c8ff57c8190a935b5c9f4bb5aa3 |
completed | May 2, 2026, 10:37 p.m. |
| PD | Predicate disambiguation | batch_69d96403957c81909acdee7bdae71696 |
completed | April 10, 2026, 8:56 p.m. |
Created at: April 9, 2026, 5:26 p.m.