Triple
T4132406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Casablanca Stock Exchange |
E85070
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
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.
|
E414790
|
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, Morocco | Statement: [Casablanca Stock Exchange, locatedIn, Casablanca, Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Casablanca, Morocco Context triple: [Casablanca Stock Exchange, locatedIn, Casablanca, Morocco]
-
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 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.
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.
-
D.
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.
-
E.
Souk El Had
Souk El Had is a large traditional market in Agadir, Morocco, known for its wide variety of local goods, produce, crafts, and textiles.
- 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, Morocco Triple: [Casablanca Stock Exchange, locatedIn, Casablanca, Morocco]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Casablanca, Morocco Target entity description: 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.
-
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 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.
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.
-
D.
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.
-
E.
Souk El Had
Souk El Had is a large traditional market in Agadir, Morocco, known for its wide variety of local goods, produce, crafts, and textiles.
- 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_69aed935ccd881909dc61f81bcdb7a78 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af022f55fc81909f2a1a04d0ea59e6 |
completed | March 9, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576c26d4c81909b8be74855cbd03f |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b577c2b784819096d8218dd1c1478d |
completed | March 14, 2026, 2:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5782cc448819080e306952da24ac0 |
completed | March 14, 2026, 3:01 p.m. |
Created at: March 9, 2026, 3:42 p.m.