Triple
T3943395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United Nations Square |
E92087
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
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.
|
E402361
|
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 city center | Statement: [United Nations Square, locatedIn, Casablanca city center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Casablanca city center Context triple: [United Nations Square, locatedIn, Casablanca city center]
-
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.
Casablanca Tramway
Casablanca Tramway is a modern light rail transit system serving Morocco’s largest city, providing key urban and suburban connections across Casablanca.
-
D.
Cité El Khadra
Cité El Khadra is a residential and administrative neighborhood in the city of Tunis, Tunisia.
-
E.
Jemaa el-Fnaa
Jemaa el-Fnaa is the bustling main square and marketplace in Marrakesh, Morocco, famous for its street performers, food stalls, and vibrant traditional culture.
- 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 city center Triple: [United Nations Square, locatedIn, Casablanca city center]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Casablanca city center Target entity description: 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.
-
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.
Casablanca Tramway
Casablanca Tramway is a modern light rail transit system serving Morocco’s largest city, providing key urban and suburban connections across Casablanca.
-
D.
Cité El Khadra
Cité El Khadra is a residential and administrative neighborhood in the city of Tunis, Tunisia.
-
E.
Jemaa el-Fnaa
Jemaa el-Fnaa is the bustling main square and marketplace in Marrakesh, Morocco, famous for its street performers, food stalls, and vibrant traditional culture.
- 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_69aed965502c8190904ebad1203a4ae8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeedff736c8190b22e03d94c40f61a |
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.