Triple
T17093868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morocco Mall |
E414789
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object |
Casablanca metropolitan area
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.
|
E1250735
|
NE FINISHED |
How this triple was built (4 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 metropolitan area | Statement: [Morocco Mall, servesArea, Casablanca metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Casablanca metropolitan area Context triple: [Morocco Mall, servesArea, Casablanca metropolitan area]
-
A.
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.
-
B.
Bern metropolitan area
The Bern metropolitan area is the urban region centered around Switzerland’s federal city of Bern, encompassing its surrounding suburbs and commuter towns as a key political and economic hub.
-
C.
Lebanon metropolitan area
The Lebanon metropolitan area is a small urban and suburban region in south-central Pennsylvania centered on the city of Lebanon and its surrounding communities.
-
D.
Bata metropolitan area
The Bata metropolitan area is the urban region centered on the city of Bata in Equatorial Guinea, encompassing its surrounding communities and functioning as a major economic and population hub on the country’s mainland coast.
-
E.
Benghazi metropolitan area
The Benghazi metropolitan area is the urban region centered on Benghazi, Libya’s second-largest city and a major economic, cultural, and political hub in the country.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Casablanca metropolitan area Triple: [Morocco Mall, servesArea, Casablanca metropolitan area]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Casablanca metropolitan area Target entity description: 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.
-
A.
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.
-
B.
Bern metropolitan area
The Bern metropolitan area is the urban region centered around Switzerland’s federal city of Bern, encompassing its surrounding suburbs and commuter towns as a key political and economic hub.
-
C.
Lebanon metropolitan area
The Lebanon metropolitan area is a small urban and suburban region in south-central Pennsylvania centered on the city of Lebanon and its surrounding communities.
-
D.
Bata metropolitan area
The Bata metropolitan area is the urban region centered on the city of Bata in Equatorial Guinea, encompassing its surrounding communities and functioning as a major economic and population hub on the country’s mainland coast.
-
E.
Benghazi metropolitan area
The Benghazi metropolitan area is the urban region centered on Benghazi, Libya’s second-largest city and a major economic, cultural, and political hub in the country.
- F. None of above. chosen
Provenance (5 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_69d886cfc8e88190b05ba466edd35591 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbfb89348190942984037bd3bd2e |
completed | April 18, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0139fbcbc08190be2a96d03daf0384 |
completed | May 11, 2026, 2:07 a.m. |
| NEDg | Description generation | batch_6a013b18645c8190bbf4b7b67e07afaa |
completed | May 11, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a013bb1cde48190aac8aaa55dab68d1 |
completed | May 11, 2026, 2:15 a.m. |
Created at: April 10, 2026, 5:35 a.m.