Triple
T2028724
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tangier |
E44467
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Tanger-Tetouan-Al Hoceima region
Tanger-Tetouan-Al Hoceima is a northern Moroccan administrative region along the Mediterranean and Atlantic coasts, known for its major port city of Tangier and its mix of Rif mountains, coastal tourism, and economic hubs.
|
E226837
|
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: Tanger-Tetouan-Al Hoceima region | Statement: [Tangier, partOf, Tanger-Tetouan-Al Hoceima region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tanger-Tetouan-Al Hoceima region Context triple: [Tangier, partOf, Tanger-Tetouan-Al Hoceima region]
-
A.
Rabat-Salé-Kénitra region
Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and serves as a major political and economic hub of the country.
-
B.
Casablanca-Settat region
The Casablanca-Settat region is an administrative region in western Morocco that includes the country’s largest city and economic hub, Casablanca, along with surrounding urban and rural areas.
-
C.
Marrakesh-Safi region
The Marrakesh-Safi region is an administrative area in central-western Morocco known for encompassing the historic city of Marrakesh and parts of the High Atlas Mountains.
-
D.
Ouarzazate region
The Ouarzazate region is a semi-arid area in south-central Morocco known as a gateway to the Sahara Desert and a hub for film production and solar energy projects.
-
E.
Chenoua region
The Chenoua region is an area in northern Algeria known as the homeland of the Shenwa (Chenoua) Berber-speaking community.
- 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: Tanger-Tetouan-Al Hoceima region Triple: [Tangier, partOf, Tanger-Tetouan-Al Hoceima region]
Generated description
Tanger-Tetouan-Al Hoceima is a northern Moroccan administrative region along the Mediterranean and Atlantic coasts, known for its major port city of Tangier and its mix of Rif mountains, coastal tourism, and economic hubs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tanger-Tetouan-Al Hoceima region Target entity description: Tanger-Tetouan-Al Hoceima is a northern Moroccan administrative region along the Mediterranean and Atlantic coasts, known for its major port city of Tangier and its mix of Rif mountains, coastal tourism, and economic hubs.
-
A.
Rabat-Salé-Kénitra region
Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and serves as a major political and economic hub of the country.
-
B.
Casablanca-Settat region
The Casablanca-Settat region is an administrative region in western Morocco that includes the country’s largest city and economic hub, Casablanca, along with surrounding urban and rural areas.
-
C.
Marrakesh-Safi region
The Marrakesh-Safi region is an administrative area in central-western Morocco known for encompassing the historic city of Marrakesh and parts of the High Atlas Mountains.
-
D.
Ouarzazate region
The Ouarzazate region is a semi-arid area in south-central Morocco known as a gateway to the Sahara Desert and a hub for film production and solar energy projects.
-
E.
Chenoua region
The Chenoua region is an area in northern Algeria known as the homeland of the Shenwa (Chenoua) Berber-speaking community.
- 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_69a889144f2481909932f0746a93023d |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9136f888190b0fd03530e9eda1e |
completed | March 7, 2026, 5:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0afea7848190b53b8813a567879d |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0b8cda248190b88b353c1768c3d7 |
completed | March 8, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c31f00c8190bb29098f95ee4cb9 |
completed | March 8, 2026, 11:54 p.m. |
Created at: March 4, 2026, 7:38 p.m.