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.