Triple

T16507613
Position Surface form Disambiguated ID Type / Status
Subject Ghardaïa Province E400971 entity
Predicate heritageSite P4220 FINISHED
Object M’zab Valley UNESCO World Heritage Site E400270 NE FINISHED

How this triple was built (2 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 UNESCO World Heritage Site | Statement: [Ghardaïa Province, heritageSite, M’zab Valley UNESCO World Heritage Site]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M’zab Valley UNESCO World Heritage Site
Context triple: [Ghardaïa Province, heritageSite, M’zab Valley UNESCO World Heritage Site]
  • A. M’Zab Valley chosen
    M’Zab Valley is a historic oasis settlement in the Algerian Sahara renowned for its distinctive fortified towns and traditional Ibadi Berber architecture.
  • B. M’zab
    M’zab is a historic Berber oasis region in the northern Sahara of Algeria, renowned for its fortified towns, distinctive Ibadi Muslim culture, and UNESCO-listed vernacular architecture.
  • C. Old Town of Ghadamès
    The Old Town of Ghadamès is an ancient oasis settlement in the Sahara Desert renowned for its distinctive earthen architecture and intricate covered alleyways, reflecting a long history of trans-Saharan trade and traditional Berber culture.
  • D. Kasbah of Sousse
    The Kasbah of Sousse is a historic fortified citadel in the coastal Tunisian city of Sousse, notable for its medieval Islamic military architecture and commanding views over the old town and harbor.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d88381f6148190819958a038be990e completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e536e5c8190bef31ab979d2880a completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00aae69d1481909f5514cc496f45b5 completed May 10, 2026, 3:57 p.m.
Created at: April 10, 2026, 5:14 a.m.