Triple

T15945010
Position Surface form Disambiguated ID Type / Status
Subject Aari E386661 entity
Predicate hasEthnologueEntry P19233 FINISHED
Object Aari language
Aari language is an Omotic language spoken primarily by the Aari people in southwestern Ethiopia.
 E1185224 NE FINISHED

How this triple was built (4 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: Aari language | Statement: [Aari, hasEthnologueEntry, Aari language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aari language
Context triple: [Aari, hasEthnologueEntry, Aari language]
  • A. Aaniiih language
    The Aaniiih language is an Algonquian language traditionally spoken by the Aaniiih (Gros Ventre) people of the northern Plains in the United States and is currently endangered.
  • B. Iaai language
    The Iaai language is an Oceanic language spoken primarily on Ouvéa Island in New Caledonia, known for its complex phonology and distinctive vowel system.
  • C. Äiwoo language
    Äiwoo is an Oceanic language spoken primarily on the Reef Islands in Temotu Province of the Solomon Islands.
  • D. Arosi language
    The Arosi language is an Oceanic language spoken primarily on Makira Island in the Solomon Islands.
  • E. Arikém languages
    The Arikém languages are a small branch of the Tupian language family spoken by Indigenous communities in the Amazon region of Brazil.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Aari language
Triple: [Aari, hasEthnologueEntry, Aari language]
Generated description
Aari language is an Omotic language spoken primarily by the Aari people in southwestern Ethiopia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aari language
Target entity description: Aari language is an Omotic language spoken primarily by the Aari people in southwestern Ethiopia.
  • A. Aaniiih language
    The Aaniiih language is an Algonquian language traditionally spoken by the Aaniiih (Gros Ventre) people of the northern Plains in the United States and is currently endangered.
  • B. Iaai language
    The Iaai language is an Oceanic language spoken primarily on Ouvéa Island in New Caledonia, known for its complex phonology and distinctive vowel system.
  • C. Äiwoo language
    Äiwoo is an Oceanic language spoken primarily on the Reef Islands in Temotu Province of the Solomon Islands.
  • D. Arosi language
    The Arosi language is an Oceanic language spoken primarily on Makira Island in the Solomon Islands.
  • E. Arikém languages
    The Arikém languages are a small branch of the Tupian language family spoken by Indigenous communities in the Amazon region of Brazil.
  • F. None of above. chosen

Provenance (5 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d0d55c8190af59ff169e8add78 completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5beabbc8190977f14c1b3ccdf29 completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb677927c8190bd45e7bae5fcf1ed completed May 9, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69ffb7468fb88190a56cf1df5bd20f63 completed May 9, 2026, 10:37 p.m.
Created at: April 10, 2026, 4:53 a.m.