Triple
T7011231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fifth Industrial Zone |
E162583
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Greater Cairo industrial belt |
E621177
|
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: Greater Cairo industrial belt | Statement: [Fifth Industrial Zone, partOf, Greater Cairo industrial belt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greater Cairo industrial belt Context triple: [Fifth Industrial Zone, partOf, Greater Cairo industrial belt]
-
A.
Greater Cairo industrial corridor
chosen
The Greater Cairo industrial corridor is a major industrial and economic zone surrounding Egypt’s capital, concentrating manufacturing, logistics, and investment projects that support the wider metropolitan region.
-
B.
Greater Cairo metropolitan area
The Greater Cairo metropolitan area is Egypt’s largest urban agglomeration, encompassing Cairo, Giza, and surrounding cities as a major political, economic, and cultural hub of the Middle East and North Africa.
-
C.
Ain Sokhna industrial area
Ain Sokhna industrial area is a major Egyptian industrial and logistics hub on the Red Sea coast, strategically located near the Suez Canal and developed for heavy industry, petrochemicals, and port-related activities.
-
D.
Shorouk City
Shorouk City is a planned satellite city on the outskirts of Cairo, Egypt, developed to accommodate population growth and reduce congestion in the capital.
-
E.
Nasr City
Nasr City is a large, modern district in eastern Cairo known for its wide avenues, residential neighborhoods, commercial centers, and several major governmental and military landmarks.
- 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_69c6885a127c8190867b059bdccf13ff |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dc5729448190af66dbd6f3e8936e |
completed | March 27, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a4bd424819097e1543ec59979ff |
completed | March 28, 2026, 5:42 a.m. |
Created at: March 27, 2026, 2:34 p.m.