Triple
T3922912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M’zab region |
E93202
|
entity |
| Predicate | UNESCOWorldHeritageSite |
P923
|
FINISHED |
| Object |
M’Zab Valley
M’Zab Valley is a historic oasis settlement in the Algerian Sahara renowned for its distinctive fortified towns and traditional Ibadi Berber architecture.
|
E400270
|
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: M’Zab Valley | Statement: [M’zab region, UNESCOWorldHeritageSite, M’Zab Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M’Zab Valley Context triple: [M’zab region, UNESCOWorldHeritageSite, M’Zab Valley]
-
A.
Bou Regreg Valley
Bou Regreg Valley is a fertile river valley in northwestern Morocco known for its agricultural lands and its location between the cities of Rabat and Salé.
-
B.
Erg Chebbi
Erg Chebbi is a famous expanse of towering sand dunes in southeastern Morocco, renowned as one of the most iconic desert landscapes of the Sahara.
-
C.
Ghadames Oasis
Ghadames Oasis is a historic desert oasis settlement in southwestern Libya, renowned for its ancient mud-brick architecture and role as a key stop on trans-Saharan caravan routes.
-
D.
Ksar el-Kebir
Ksar el-Kebir is a historic city in northern Morocco known for its agricultural importance and as the site of the 1578 Battle of Alcácer Quibir.
-
E.
Tassili n’Ajjer area
The Tassili n’Ajjer area is a vast plateau in southeastern Algeria renowned for its dramatic sandstone formations and one of the world’s richest concentrations of prehistoric rock art.
- 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: M’Zab Valley Triple: [M’zab region, UNESCOWorldHeritageSite, M’Zab Valley]
Generated description
M’Zab Valley is a historic oasis settlement in the Algerian Sahara renowned for its distinctive fortified towns and traditional Ibadi Berber architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M’Zab Valley Target entity description: M’Zab Valley is a historic oasis settlement in the Algerian Sahara renowned for its distinctive fortified towns and traditional Ibadi Berber architecture.
-
A.
Bou Regreg Valley
Bou Regreg Valley is a fertile river valley in northwestern Morocco known for its agricultural lands and its location between the cities of Rabat and Salé.
-
B.
Erg Chebbi
Erg Chebbi is a famous expanse of towering sand dunes in southeastern Morocco, renowned as one of the most iconic desert landscapes of the Sahara.
-
C.
Ghadames Oasis
Ghadames Oasis is a historic desert oasis settlement in southwestern Libya, renowned for its ancient mud-brick architecture and role as a key stop on trans-Saharan caravan routes.
-
D.
Ksar el-Kebir
Ksar el-Kebir is a historic city in northern Morocco known for its agricultural importance and as the site of the 1578 Battle of Alcácer Quibir.
-
E.
Tassili n’Ajjer area
The Tassili n’Ajjer area is a vast plateau in southeastern Algeria renowned for its dramatic sandstone formations and one of the world’s richest concentrations of prehistoric rock art.
- 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_69aed96bfa1081908f7b30f2c647dee6 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeed7c2c848190a6d62e2df9b942d4 |
completed | March 9, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b52870268881908463e30c11cda797 |
completed | March 14, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69b52c3d0c0481909e869cf88e3f8a9d |
completed | March 14, 2026, 9:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52cb30f5c819095ac6e101a14b880 |
completed | March 14, 2026, 9:38 a.m. |
Created at: March 9, 2026, 3:22 p.m.