Triple

T1987811
Position Surface form Disambiguated ID Type / Status
Subject Boko alphabet E43180 entity
Predicate scriptContrastWith P11289 FINISHED
Object Arabic-based Hausa Ajami E6832 NE FINISHED

How this triple was built (3 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: Arabic-based Hausa Ajami | Statement: [Boko alphabet, scriptContrastWith, Arabic-based Hausa Ajami]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arabic-based Hausa Ajami
Context triple: [Boko alphabet, scriptContrastWith, Arabic-based Hausa Ajami]
  • A. Nigerian Arabic
    Nigerian Arabic is a variety of Arabic spoken in parts of Nigeria, heavily influenced by local languages and cultures and closely related to the Arabic dialects of the central Sahel.
  • B. Sudanese Arabic
    Sudanese Arabic is a major regional variety of Arabic spoken primarily in Sudan and parts of neighboring countries, characterized by distinctive phonological, lexical, and grammatical features influenced by local languages and cultures.
  • C. Hausa-Fulani
    Hausa-Fulani is a major ethnolinguistic group in West Africa, predominantly Muslim and influential in the politics, culture, and commerce of northern Nigeria and surrounding regions.
  • D. Hausa chosen
    Hausa is a major Chadic language spoken primarily in northern Nigeria and southern Niger, serving as a widespread lingua franca across West Africa.
  • E. Yafiʿi Arabic
    Yafiʿi Arabic is a regional variety of Yemeni Arabic spoken primarily in the Yafaʿ area of southern Yemen, characterized by its own distinct phonological and lexical features.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: scriptContrastWith
Context triple: [Boko alphabet, scriptContrastWith, Arabic-based Hausa Ajami]
  • A. exploresContrastBetween
    Indicates a relationship in which one entity examines, highlights, or analyzes the differences or oppositions between two or more entities, ideas, or situations.
  • B. themeContrast
    Indicates a relationship where two themes are compared or opposed to highlight their differences or tension.
  • C. oftenContrastedWith chosen
    Indicates that one entity is frequently compared to another in a way that highlights their differences or opposing characteristics.
  • D. contrastCapability
    Indicates a relationship where one entity’s capabilities are compared or set in opposition to another’s, highlighting differences in what they can do or achieve.
  • E. hasMainContrast
    Indicates a primary opposing or differing relationship between two elements, highlighting the main point of contrast between them.
  • F. None of above.

Provenance (4 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_69a88713ddc88190a969715658ebe7a8 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8ee02dc81908fec9fd8df7a4f40 completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae033410a88190bac79032a012549a completed March 8, 2026, 11:16 p.m.
PD Predicate disambiguation batch_69abb79ad6888190be99943a9c73cf3e completed March 7, 2026, 5:28 a.m.
Created at: March 4, 2026, 7:37 p.m.