Triple
T4959285
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Souss-Massa |
E111363
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Oulad Berhil
Oulad Berhil is a small town in southwestern Morocco known for its traditional architecture and location in the fertile Souss valley.
|
E498924
|
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: Oulad Berhil | Statement: [Souss-Massa, containsCity, Oulad Berhil]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oulad Berhil Context triple: [Souss-Massa, containsCity, Oulad Berhil]
-
A.
Oulad Teima
Oulad Teima is a town in southwestern Morocco known for its agricultural activity and location within the Souss-Massa region.
-
B.
Guellala
Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics and cultural heritage.
-
C.
Sidi Kacem
Sidi Kacem is a town in northwestern Morocco known as an agricultural and transport hub within the Rabat-Salé-Kénitra region.
-
D.
Chenoua
Chenoua is a Berber (Amazigh) language variety spoken by the Chenoua people in northern Algeria.
-
E.
Settat
Settat is a city in western Morocco located between Casablanca and Marrakech, known as a regional agricultural and commercial center.
- 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: Oulad Berhil Triple: [Souss-Massa, containsCity, Oulad Berhil]
Generated description
Oulad Berhil is a small town in southwestern Morocco known for its traditional architecture and location in the fertile Souss valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oulad Berhil Target entity description: Oulad Berhil is a small town in southwestern Morocco known for its traditional architecture and location in the fertile Souss valley.
-
A.
Oulad Teima
Oulad Teima is a town in southwestern Morocco known for its agricultural activity and location within the Souss-Massa region.
-
B.
Guellala
Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics and cultural heritage.
-
C.
Sidi Kacem
Sidi Kacem is a town in northwestern Morocco known as an agricultural and transport hub within the Rabat-Salé-Kénitra region.
-
D.
Chenoua
Chenoua is a Berber (Amazigh) language variety spoken by the Chenoua people in northern Algeria.
-
E.
Settat
Settat is a city in western Morocco located between Casablanca and Marrakech, known as a regional agricultural and commercial center.
- 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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71d957cc8190b82fdd1ca61924bf |
completed | March 20, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed90711188190942aefd5da31496d |
completed | March 21, 2026, 5:44 p.m. |
| NEDg | Description generation | batch_69bed9b48cb081909a9e8d6fd8d1a3cb |
completed | March 21, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beda0518f481908bd61de5dff87cec |
completed | March 21, 2026, 5:48 p.m. |
Created at: March 20, 2026, 1:32 p.m.