Triple

T16188512
Position Surface form Disambiguated ID Type / Status
Subject North Agaw E392871 entity
Predicate closelyRelatedTo P37 FINISHED
Object Qimant language
The Qimant language is an endangered Central Cushitic (Agaw) language of northwestern Ethiopia, traditionally spoken by the Qemant people and now largely replaced by Amharic.
 E1199490 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: Qimant language | Statement: [North Agaw, closelyRelatedTo, Qimant language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qimant language
Context triple: [North Agaw, closelyRelatedTo, Qimant language]
  • A. Teguima language
    The Teguima language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico.
  • B. Kintaq language
    The Kintaq language is a minor Aslian (Austroasiatic) language spoken by an indigenous community in Peninsular Malaysia.
  • C. Kwinti language
    The Kwinti language is an endangered Creole language spoken by the Kwinti Maroon community in Suriname, influenced by English, Dutch, and West African languages.
  • D. Rengma language
    Rengma language is a Tibeto-Burman language spoken primarily by the Rengma Naga people in the northeastern region of India.
  • E. Queyu language
    The Queyu language is a lesser-known Sino-Tibetan tongue spoken by the Queyu (Choyo) people of western Sichuan, China, and is closely related to other Qiangic languages.
  • 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: Qimant language
Triple: [North Agaw, closelyRelatedTo, Qimant language]
Generated description
The Qimant language is an endangered Central Cushitic (Agaw) language of northwestern Ethiopia, traditionally spoken by the Qemant people and now largely replaced by Amharic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qimant language
Target entity description: The Qimant language is an endangered Central Cushitic (Agaw) language of northwestern Ethiopia, traditionally spoken by the Qemant people and now largely replaced by Amharic.
  • A. Teguima language
    The Teguima language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico.
  • B. Kintaq language
    The Kintaq language is a minor Aslian (Austroasiatic) language spoken by an indigenous community in Peninsular Malaysia.
  • C. Kwinti language
    The Kwinti language is an endangered Creole language spoken by the Kwinti Maroon community in Suriname, influenced by English, Dutch, and West African languages.
  • D. Rengma language
    Rengma language is a Tibeto-Burman language spoken primarily by the Rengma Naga people in the northeastern region of India.
  • E. Queyu language
    The Queyu language is a lesser-known Sino-Tibetan tongue spoken by the Queyu (Choyo) people of western Sichuan, China, and is closely related to other Qiangic languages.
  • 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.