Triple
T7991181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | E-5 highway |
E186008
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object | Turkish General Directorate of Highways |
E183641
|
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: Turkish General Directorate of Highways | Statement: [E-5 highway, maintainedBy, Turkish General Directorate of Highways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turkish General Directorate of Highways Context triple: [E-5 highway, maintainedBy, Turkish General Directorate of Highways]
-
A.
General Directorate of Highways of Turkey
chosen
The General Directorate of Highways of Turkey is the national government agency responsible for planning, constructing, operating, and maintaining the country’s state and provincial road network, including major bridges and motorways.
-
B.
General Directorate for National Roads and Motorways
The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway network.
-
C.
Ministry of Transport and Infrastructure of Turkey
The Ministry of Transport and Infrastructure of Turkey is the central government body responsible for formulating and overseeing national policies on transportation networks, communication systems, and related infrastructure across the country.
-
D.
Northern Marmara Motorway
The Northern Marmara Motorway is a major Turkish highway encircling Istanbul on the northern side, designed to ease traffic congestion and improve transit between Europe and Asia.
-
E.
Malkara–Çanakkale Motorway
The Malkara–Çanakkale Motorway is a major Turkish highway project in northwestern Turkey that provides a key road connection across the Dardanelles, integrating the region with the national motorway network.
- 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_69ca829c6c308190ab05b43d234c52b2 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c6fc19c8190b98023e257c2f4f2 |
completed | March 31, 2026, 3:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc568393008190b8ff6cc17f9b5c46 |
completed | March 31, 2026, 11:19 p.m. |
Created at: March 30, 2026, 5:16 p.m.