Triple

T10489579
Position Surface form Disambiguated ID Type / Status
Subject Shabo E247378 entity
Predicate isEndangeredLanguageOf P13442 FINISHED
Object Ethiopia E7746 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: Ethiopia | Statement: [Shabo, isEndangeredLanguageOf, Ethiopia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ethiopia
Context triple: [Shabo, isEndangeredLanguageOf, Ethiopia]
  • A. Ethiopia chosen
    Ethiopia is a landlocked country in the Horn of Africa known for its ancient civilizations, unique cultural heritage, and status as one of the few African nations to largely resist long-term European colonization.
  • B. Ethiopia and Eritrea
    Ethiopia and Eritrea are neighboring countries in the Horn of Africa with a shared history marked by colonial rule, Eritrea’s independence, and a long-running border conflict followed by recent normalization efforts.
  • C. Eritrea
    Eritrea is a country in the Horn of Africa known for its Red Sea coastline, diverse ethnic groups, and complex political history since gaining independence from Ethiopia in 1993.
  • D. Cush (Ethiopia)
    Cush (Ethiopia) is an ancient biblical region, often associated with areas south of Egypt including parts of modern-day Sudan and Ethiopia, known for its powerful kingdom and frequent mention in Scripture.
  • E. Hirshabelle
    Hirshabelle is a federal member state in central Somalia formed from parts of the Hiiraan and Middle Shabelle regions.
  • 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: isEndangeredLanguageOf
Context triple: [Shabo, isEndangeredLanguageOf, Ethiopia]
  • A. isCulturalLanguageOf
    Indicates that a language serves as a primary medium of cultural expression, identity, and heritage for a particular group, community, or region.
  • B. hasLanguageInhabitants
    Indicates that a particular language is spoken or used by the inhabitants of a specified place or region.
  • C. isSpokenAsFirstLanguageBy
    Indicates that a language is the primary (native) language used by a person or group for everyday communication.
  • D. languageEndangermentStatus chosen
    Indicates the degree to which a language is at risk of falling out of use or becoming extinct.
  • E. isWorkingLanguageOf
    Indicates that a particular language is officially used as a medium of work, communication, or operation within a specified organization, institution, or context.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097ca5c081908b47a08ca7885650 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc7fc0cc8190922b7b783d37f542 completed April 10, 2026, 11:18 a.m.
PD Predicate disambiguation batch_69d4fb8a30848190b33cf43f005a028e completed April 7, 2026, 12:41 p.m.
Created at: April 6, 2026, 12:23 p.m.