Triple

T12389364
Position Surface form Disambiguated ID Type / Status
Subject Western Desert cultural bloc E295951 entity
Predicate ethnicGroup P194 FINISHED
Object Western Desert peoples E295951 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: Western Desert peoples | Statement: [Western Desert cultural bloc, ethnicGroup, Western Desert peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Western Desert peoples
Context triple: [Western Desert cultural bloc, ethnicGroup, Western Desert peoples]
  • A. Western Desert cultural bloc chosen
    The Western Desert cultural bloc is a large interconnected region of Aboriginal Australian societies in central and western Australia that share closely related languages, cultural practices, and kinship systems.
  • B. Baggara Arabs
    The Baggara Arabs are a traditionally nomadic Arab ethnic group of cattle herders spread across the Sahel region of Africa, particularly in countries like Sudan and Chad.
  • C. Siwa Berber
    Siwa Berber is a Berber (Amazigh) language spoken primarily in Egypt’s Siwa Oasis, known for its unique features within the Berber language family and its relative isolation from other Amazigh-speaking communities.
  • D. Arab tribes
    Arab tribes are traditional kinship-based social groups in the Arab world, organized around shared ancestry, customs, and leadership structures that have historically shaped the region’s cultural and political life.
  • E. Bedouin communities
    Bedouin communities are traditionally nomadic Arab groups known for their pastoral lifestyle, tribal social structures, and deep cultural roots in desert regions of the Middle East and North Africa.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fcf6aa8819080c9a2407a72db2e completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63479df38819085c5ca791c460d5e completed May 2, 2026, 5:29 p.m.
Created at: April 8, 2026, 9:54 p.m.