Triple

T16188622
Position Surface form Disambiguated ID Type / Status
Subject Kemantney E392874 entity
Predicate closelyRelatedTo P37 FINISHED
Object Awngi language
The Awngi language is a Central Cushitic (Agaw) language spoken primarily in northwestern Ethiopia by the Awi people.
E1199499 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: Awngi language | Statement: [Kemantney, closelyRelatedTo, Awngi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Awngi language
Context triple: [Kemantney, closelyRelatedTo, Awngi language]
  • A. Annang language
    The Annang language is a Niger-Congo language spoken primarily by the Annang people of southern Nigeria, closely associated with the Ibibio-Efik linguistic cluster.
  • B. Ta-ang language
    The Ta-ang language is a Mon–Khmer language spoken primarily by the Ta-ang (Palaung) ethnic group in parts of Myanmar, China, and neighboring regions.
  • C. Anyin language
    The Anyin language is a Niger-Congo language spoken primarily in Côte d'Ivoire and Ghana by the Anyin people, closely related to Baoulé and other Central Tano languages.
  • D. Aringa language
    The Aringa language is a Central Sudanic language spoken primarily by the Aringa people in northwestern Uganda.
  • E. Aringa language
    The Aringa language is a Western Nilotic language spoken primarily by the Aringa people in northwestern Uganda.
  • 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: Awngi language
Triple: [Kemantney, closelyRelatedTo, Awngi language]
Generated description
The Awngi language is a Central Cushitic (Agaw) language spoken primarily in northwestern Ethiopia by the Awi people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Awngi language
Target entity description: The Awngi language is a Central Cushitic (Agaw) language spoken primarily in northwestern Ethiopia by the Awi people.
  • A. Annang language
    The Annang language is a Niger-Congo language spoken primarily by the Annang people of southern Nigeria, closely associated with the Ibibio-Efik linguistic cluster.
  • B. Ta-ang language
    The Ta-ang language is a Mon–Khmer language spoken primarily by the Ta-ang (Palaung) ethnic group in parts of Myanmar, China, and neighboring regions.
  • C. Anyin language
    The Anyin language is a Niger-Congo language spoken primarily in Côte d'Ivoire and Ghana by the Anyin people, closely related to Baoulé and other Central Tano languages.
  • D. Aringa language
    The Aringa language is a Central Sudanic language spoken primarily by the Aringa people in northwestern Uganda.
  • E. Aringa language
    The Aringa language is a Western Nilotic language spoken primarily by the Aringa people in northwestern Uganda.
  • 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_69d87f1e49ac8190a311b54d32990576 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e222d3a8e48190bdf29a633f4b0490 completed April 17, 2026, 12:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffff0750f08190a2fce65124d8dcc0 completed May 10, 2026, 3:44 a.m.
NEDg Description generation batch_6a000096f344819094fca24a342984e1 completed May 10, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_6a00012ec15c8190a09e1b37bc560f67 completed May 10, 2026, 3:53 a.m.
Created at: April 10, 2026, 5:02 a.m.