Triple
T3943444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Habous Quarter |
E92088
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
city of Casablanca
The city of Casablanca is Morocco’s largest metropolis and economic hub, known for its bustling port, modern architecture, and historic districts such as the Habous Quarter.
|
E85071
|
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: city of Casablanca | Statement: [Habous Quarter, partOf, city of Casablanca]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: city of Casablanca Context triple: [Habous Quarter, partOf, city of Casablanca]
-
A.
Casablanca, French Morocco
Casablanca, French Morocco was a strategically important port city and international crossroads in North Africa, known for its complex political tensions and refugee traffic during World War II.
-
B.
Casablanca municipal council
The Casablanca municipal council is the elected local government body responsible for administering and managing public affairs and services in the city of Casablanca, Morocco.
-
C.
Medina of Salé
The Medina of Salé is a historic walled old town in northwestern Morocco, known for its traditional architecture, markets, and role as a former corsair stronghold opposite Rabat.
-
D.
Mogador
Mogador is the former name of the historic Moroccan port city now known as Essaouira, renowned for its fortified medina and Atlantic coastal location.
-
E.
Tangier
Tangier is a historic Moroccan port city on the Strait of Gibraltar known for its blend of North African, European, and Middle Eastern influences and its long-standing role as a cultural crossroads.
- 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: city of Casablanca Triple: [Habous Quarter, partOf, city of Casablanca]
Generated description
The city of Casablanca is Morocco’s largest metropolis and economic hub, known for its bustling port, modern architecture, and historic districts such as the Habous Quarter.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: city of Casablanca Target entity description: The city of Casablanca is Morocco’s largest metropolis and economic hub, known for its bustling port, modern architecture, and historic districts such as the Habous Quarter.
-
A.
Casablanca, French Morocco
Casablanca, French Morocco was a strategically important port city and international crossroads in North Africa, known for its complex political tensions and refugee traffic during World War II.
-
B.
Casablanca municipal council
chosen
The Casablanca municipal council is the elected local government body responsible for administering and managing public affairs and services in the city of Casablanca, Morocco.
-
C.
Medina of Salé
The Medina of Salé is a historic walled old town in northwestern Morocco, known for its traditional architecture, markets, and role as a former corsair stronghold opposite Rabat.
-
D.
Mogador
Mogador is the former name of the historic Moroccan port city now known as Essaouira, renowned for its fortified medina and Atlantic coastal location.
-
E.
Tangier
Tangier is a historic Moroccan port city on the Strait of Gibraltar known for its blend of North African, European, and Middle Eastern influences and its long-standing role as a cultural crossroads.
- F. None of above.
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_69aed965502c8190904ebad1203a4ae8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeee00d94881908fcf5ee1e27b1658 |
completed | March 9, 2026, 3:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53394eccc8190a58534e749e24b07 |
completed | March 14, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69b537609cfc8190a5eee10f24e5626f |
completed | March 14, 2026, 10:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b537cf56188190af7046a498b58892 |
completed | March 14, 2026, 10:26 a.m. |
Created at: March 9, 2026, 3:24 p.m.