Triple

T10489832
Position Surface form Disambiguated ID Type / Status
Subject Surmic languages E247385 entity
Predicate includesLanguage P2177 FINISHED
Object Chai language
Chai language is a Surmic language spoken by an ethnic community in southwestern Ethiopia.
E867116 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: Chai language | Statement: [Surmic languages, includesLanguage, Chai language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chai language
Context triple: [Surmic languages, includesLanguage, Chai language]
  • A. Chaha language
    Chaha is an Afroasiatic Semitic language of the Gurage group spoken primarily in southwestern Ethiopia.
  • B. Cia-Cia language
    The Cia-Cia language is an Austronesian language spoken by the Cia-Cia people of Buton Island in Indonesia, noted for its brief attempt to adopt the Korean Hangul script for its writing system.
  • C. Chaoshan language
    The Chaoshan language is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong, known for its distinct phonology and strong cultural identity among Teochew and Swatow communities.
  • D. Yao language
    The Yao language is a Bantu language spoken primarily by the Yao people in Malawi, Mozambique, and Tanzania.
  • E. Parachi language
    The Parachi language is an endangered Eastern Iranian language spoken by a small community in eastern Afghanistan, closely related to other Pamir 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: Chai language
Triple: [Surmic languages, includesLanguage, Chai language]
Generated description
Chai language is a Surmic language spoken by an ethnic community in southwestern Ethiopia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chai language
Target entity description: Chai language is a Surmic language spoken by an ethnic community in southwestern Ethiopia.
  • A. Chaha language
    Chaha is an Afroasiatic Semitic language of the Gurage group spoken primarily in southwestern Ethiopia.
  • B. Cia-Cia language
    The Cia-Cia language is an Austronesian language spoken by the Cia-Cia people of Buton Island in Indonesia, noted for its brief attempt to adopt the Korean Hangul script for its writing system.
  • C. Chaoshan language
    The Chaoshan language is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong, known for its distinct phonology and strong cultural identity among Teochew and Swatow communities.
  • D. Yao language
    The Yao language is a Bantu language spoken primarily by the Yao people in Malawi, Mozambique, and Tanzania.
  • E. Parachi language
    The Parachi language is an endangered Eastern Iranian language spoken by a small community in eastern Afghanistan, closely related to other Pamir 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_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_69d8dc9792308190b09d6aaed63dd418 completed April 10, 2026, 11:18 a.m.
NEDg Description generation batch_69d8e8c81bdc8190b6b6dfe00025b514 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901e1ecf88190acd24a0e20462cb9 completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 12:23 p.m.