Triple
T20580895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Derince |
E505649
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Kocaeli industrial zone |
—
|
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: Kocaeli industrial zone | Statement: [Port of Derince, regionServed, Kocaeli industrial zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kocaeli industrial zone Context triple: [Port of Derince, regionServed, Kocaeli industrial zone]
-
A.
Marmara industrial zone
The Marmara industrial zone is a major manufacturing and logistics hub in Turkey’s Marmara Region, hosting dense clusters of factories and warehouses that support both domestic industry and international trade.
-
B.
Çerkezköy Organized Industrial Zone
Çerkezköy Organized Industrial Zone is a major industrial hub in northwestern Turkey that hosts numerous manufacturing facilities, particularly in textiles, plastics, and electronics.
-
C.
OSTİM industrial zone
OSTİM industrial zone is a major organized industrial area in Ankara, Turkey, known for its dense concentration of small and medium-sized manufacturing and industrial enterprises.
-
D.
Gebze
Gebze is an industrial city in Turkey’s Kocaeli Province, located east of Istanbul and known as a major manufacturing and logistics hub in the Marmara region.
-
E.
Istanbul–Ankara industrial corridor
The Istanbul–Ankara industrial corridor is a major economic belt in northwestern Turkey that concentrates much of the country’s manufacturing, logistics, and urban development between its two largest cities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kocaeli industrial zone Target entity description: Kocaeli industrial zone is a major industrial and manufacturing hub in Turkey’s Marmara region, known for its dense concentration of heavy industry, logistics facilities, and port-related activities.
-
A.
Marmara industrial zone
The Marmara industrial zone is a major manufacturing and logistics hub in Turkey’s Marmara Region, hosting dense clusters of factories and warehouses that support both domestic industry and international trade.
-
B.
Çerkezköy Organized Industrial Zone
Çerkezköy Organized Industrial Zone is a major industrial hub in northwestern Turkey that hosts numerous manufacturing facilities, particularly in textiles, plastics, and electronics.
-
C.
OSTİM industrial zone
OSTİM industrial zone is a major organized industrial area in Ankara, Turkey, known for its dense concentration of small and medium-sized manufacturing and industrial enterprises.
-
D.
Gebze
chosen
Gebze is an industrial city in Turkey’s Kocaeli Province, located east of Istanbul and known as a major manufacturing and logistics hub in the Marmara region.
-
E.
Istanbul–Ankara industrial corridor
The Istanbul–Ankara industrial corridor is a major economic belt in northwestern Turkey that concentrates much of the country’s manufacturing, logistics, and urban development between its two largest cities.
- F. None of above.
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_69e0b4b9669c8190b8e81fc72817d42c |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a90e98a88190b5cb077973f97e68 |
completed | April 20, 2026, 10:30 p.m. |
Created at: April 16, 2026, 11:40 a.m.