Triple
T17130199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Morocco |
E415700
|
entity |
| Predicate | hasUrbanArea |
P316
|
FINISHED |
| Object | Casablanca urban area |
E1250735
|
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: Casablanca urban area | Statement: [Western Morocco, hasUrbanArea, Casablanca urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Casablanca urban area Context triple: [Western Morocco, hasUrbanArea, Casablanca urban area]
-
A.
Casablanca metropolitan area
chosen
The Casablanca metropolitan area is Morocco’s largest urban and economic hub, encompassing the city of Casablanca and its surrounding suburbs along the Atlantic coast.
-
B.
Casablanca city center
Casablanca city center is the bustling commercial and cultural heart of Morocco’s largest city, known for its mix of modern architecture, historic landmarks, and vibrant urban life.
-
C.
Greater Casablanca
Greater Casablanca was a former administrative region of Morocco centered on the city of Casablanca, serving as a major economic and urban hub of the country.
-
D.
Fez metropolitan area
The Fez metropolitan area is the urban agglomeration centered on the historic Moroccan city of Fez, encompassing its surrounding suburbs and economic zones.
-
E.
Casablanca, Morocco
Casablanca, Morocco is the country’s largest city and economic hub, known for its major Atlantic port, modern business district, and blend of French colonial and Moroccan architecture.
- 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_69d886d15af4819092f92f8a129763e6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f029d1a48190a9d4094827d11d23 |
completed | April 18, 2026, 8:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01482af1288190b7fdc8a84d0edeaf |
completed | May 11, 2026, 3:08 a.m. |
Created at: April 10, 2026, 5:36 a.m.