Triple

T18913330
Position Surface form Disambiguated ID Type / Status
Subject Agew peoples E462658 entity
Predicate ethnolinguisticCategory P46225 FINISHED
Object Afroasiatic peoples NE NERFINISHED

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: Afroasiatic peoples | Statement: [Agew peoples, ethnolinguisticCategory, Afroasiatic peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afroasiatic peoples
Context triple: [Agew peoples, ethnolinguisticCategory, Afroasiatic peoples]
  • A. Afroasiatic peoples chosen
    Afroasiatic peoples are a large and diverse group of ethnic and linguistic communities indigenous to parts of North Africa, the Horn of Africa, the Sahel, and the Middle East, united by their use of Afroasiatic languages.
  • B. Semitic peoples
    The Semitic peoples are a diverse group of ancient and modern ethnic groups originating in the Near East who speak Semitic languages, including Akkadians, Arameans, Arabs, Hebrews, and others.
  • C. Levantine peoples
    Levantine peoples are the diverse ethnic and cultural groups indigenous to the Eastern Mediterranean region encompassing modern-day Lebanon, Syria, Jordan, Palestine, Israel, and surrounding areas.
  • D. Afroasiatic languages
    Afroasiatic languages are a major language family of Africa and parts of Western Asia that includes languages such as Arabic, Hebrew, Amharic, and Hausa.
  • E. Omotic peoples
    Omotic peoples are diverse ethnic groups indigenous to southwestern Ethiopia, primarily known for their distinct cultures and for speaking the Omotic branch of Afroasiatic languages.
  • 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: ethnolinguisticCategory
Context triple: [Agew peoples, ethnolinguisticCategory, Afroasiatic peoples]
  • A. ethnolinguisticGroups chosen
    Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
  • B. ethnolinguisticCluster
    Indicates a relationship where entities are grouped together based on shared ethnic and linguistic characteristics, treating them as part of the same ethnolinguistic cluster.
  • C. ethnoLinguisticRegionOf
    Indicates that a region is defined or characterized by the shared ethnic and linguistic identity of the group associated with it.
  • D. ethnicCategoryIn
    Indicates that an entity belongs to or is classified within a specified ethnic category in a given context.
  • E. hasEthnolinguisticContext
    Indicates that something is associated with, shaped by, or understood within a specific ethnolinguistic (cultural and language-based) context.
  • F. None of above.

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_69d8dcfdbbb881909964fa5a75bd0b48 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c624516c81909e6bf04707d3c71c completed April 20, 2026, 6:22 a.m.
PD Predicate disambiguation batch_69e4a2e9e6488190ba8df92c8058ed88 completed April 19, 2026, 9:39 a.m.
Created at: April 10, 2026, 11:58 a.m.