Triple
T19020871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rehamna Province |
E465480
|
entity |
| Predicate | borderingRegion |
P17964
|
FINISHED |
| Object |
Khouribga Province
Khouribga Province is an administrative division in central Morocco known for its significant phosphate mining industry and role in the country’s mineral economy.
|
E1360458
|
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: Khouribga Province | Statement: [Rehamna Province, borderingRegion, Khouribga Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khouribga Province Context triple: [Rehamna Province, borderingRegion, Khouribga Province]
-
A.
Chtouka Aït Baha Province
Chtouka Aït Baha Province is an administrative province in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
-
B.
Berrechid Province
Berrechid Province is an administrative division in the Casablanca-Settat region of Morocco, known for its rapidly growing urban and industrial areas.
-
C.
Taourirt Province
Taourirt Province is an administrative division in northeastern Morocco known for its strategic location as a transport hub within the Oriental Region.
-
D.
Sidi Bel Abbès Province
Sidi Bel Abbès Province is an administrative region in northwestern Algeria known for its agricultural activities and the city of Sidi Bel Abbès as its capital.
-
E.
Sidi Kacem Province
Sidi Kacem Province is an administrative region in northwestern Morocco known for its agricultural activities and the city of Sidi Kacem as its capital.
- 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: Khouribga Province Triple: [Rehamna Province, borderingRegion, Khouribga Province]
Generated description
Khouribga Province is an administrative division in central Morocco known for its significant phosphate mining industry and role in the country’s mineral economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khouribga Province Target entity description: Khouribga Province is an administrative division in central Morocco known for its significant phosphate mining industry and role in the country’s mineral economy.
-
A.
Chtouka Aït Baha Province
Chtouka Aït Baha Province is an administrative province in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
-
B.
Berrechid Province
Berrechid Province is an administrative division in the Casablanca-Settat region of Morocco, known for its rapidly growing urban and industrial areas.
-
C.
Taourirt Province
Taourirt Province is an administrative division in northeastern Morocco known for its strategic location as a transport hub within the Oriental Region.
-
D.
Sidi Bel Abbès Province
Sidi Bel Abbès Province is an administrative region in northwestern Algeria known for its agricultural activities and the city of Sidi Bel Abbès as its capital.
-
E.
Sidi Kacem Province
Sidi Kacem Province is an administrative region in northwestern Morocco known for its agricultural activities and the city of Sidi Kacem as its capital.
- 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_69d8dd025c188190a1d81f5b4ec7e2c6 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d6de93408190a98dea2319f1af62 |
completed | April 20, 2026, 7:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f23d70fc81909f29eaf939e2144a |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f2b5c02c81909053e02939a19162 |
completed | May 15, 2026, 10:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f318fdfc819091b4968731225139 |
completed | May 15, 2026, 10:19 a.m. |
Created at: April 10, 2026, 12:02 p.m.