Triple
T9365821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rif |
E225395
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Atlantic coastal plains of Morocco
The Atlantic coastal plains of Morocco are a fertile lowland region along the country’s western seaboard, characterized by extensive agriculture, major cities, and key economic activities centered on the Atlantic Ocean.
|
E795330
|
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: Atlantic coastal plains of Morocco | Statement: [Rif, borders, Atlantic coastal plains of Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atlantic coastal plains of Morocco Context triple: [Rif, borders, Atlantic coastal plains of Morocco]
-
A.
Moroccan Atlantic watershed
The Moroccan Atlantic watershed is a major hydrological basin in Morocco that drains numerous rivers, including the Bou Regreg, westward into the Atlantic Ocean.
-
B.
Southwestern Morocco
Southwestern Morocco is a mountainous region of Morocco that includes part of the High Atlas range and encompasses North Africa’s highest peak, Toubkal.
-
C.
Tihamah coastal plain
The Tihamah coastal plain is a hot, low-lying strip of land along the Red Sea coast of the Arabian Peninsula, known for its extreme climate and historical trade routes.
-
D.
Benadir coast
The Benadir coast is a historic coastal region of southern Somalia centered around Mogadishu, known for its long-standing role as a hub of Indian Ocean trade and its distinctive Benadiri culture.
-
E.
Red Sea coastal hinterland
The Red Sea coastal hinterland is an arid, sparsely populated inland zone bordering the Red Sea, characterized by desert landscapes, rugged terrain, and traditional pastoral communities.
- 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: Atlantic coastal plains of Morocco Triple: [Rif, borders, Atlantic coastal plains of Morocco]
Generated description
The Atlantic coastal plains of Morocco are a fertile lowland region along the country’s western seaboard, characterized by extensive agriculture, major cities, and key economic activities centered on the Atlantic Ocean.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atlantic coastal plains of Morocco Target entity description: The Atlantic coastal plains of Morocco are a fertile lowland region along the country’s western seaboard, characterized by extensive agriculture, major cities, and key economic activities centered on the Atlantic Ocean.
-
A.
Moroccan Atlantic watershed
The Moroccan Atlantic watershed is a major hydrological basin in Morocco that drains numerous rivers, including the Bou Regreg, westward into the Atlantic Ocean.
-
B.
Southwestern Morocco
Southwestern Morocco is a mountainous region of Morocco that includes part of the High Atlas range and encompasses North Africa’s highest peak, Toubkal.
-
C.
Tihamah coastal plain
The Tihamah coastal plain is a hot, low-lying strip of land along the Red Sea coast of the Arabian Peninsula, known for its extreme climate and historical trade routes.
-
D.
Benadir coast
The Benadir coast is a historic coastal region of southern Somalia centered around Mogadishu, known for its long-standing role as a hub of Indian Ocean trade and its distinctive Benadiri culture.
-
E.
Red Sea coastal hinterland
The Red Sea coastal hinterland is an arid, sparsely populated inland zone bordering the Red Sea, characterized by desert landscapes, rugged terrain, and traditional pastoral communities.
- 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_69ca842cbddc819099d71ecec48cf9e5 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd5041261c81909edab3b7fcd1fe22 |
completed | April 1, 2026, 5:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f3fbe7d481909712531d907b77d8 |
completed | April 4, 2026, 11:20 a.m. |
| NEDg | Description generation | batch_69d0f51f8ae88190a15d2e521449c8b5 |
completed | April 4, 2026, 11:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f5d543a48190b9f25d4316664f04 |
completed | April 4, 2026, 11:28 a.m. |
Created at: March 30, 2026, 7:43 p.m.