Triple

T15944806
Position Surface form Disambiguated ID Type / Status
Subject North Omotic E386656 entity
Predicate hasLanguage P15 FINISHED
Object Hozo language
The Hozo language is a lesser-known North Omotic language spoken by a small community in southwestern Ethiopia.
 E1185208 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: Hozo language | Statement: [North Omotic, hasLanguage, Hozo language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hozo language
Context triple: [North Omotic, hasLanguage, Hozo language]
  • A. Hoh language
    The Hoh language is an extinct Native American language of the Pacific Northwest, traditionally spoken by the Hoh people of the Olympic Peninsula in Washington State.
  • B. Sa’och language
    The Sa’och language is an endangered Austroasiatic language spoken by the Sa’och people of Cambodia and Thailand, belonging to the Pearic branch.
  • C. Halchidhoma language
    The Halchidhoma language is an extinct Yuman language once spoken by the Halchidhoma people along the lower Colorado River in the southwestern United States.
  • D. Hoanya language
    The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan languages.
  • E. Hobyot language
    Hobyot is a critically endangered Modern South Arabian language spoken by small communities in eastern Yemen and western Oman.
  • 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: Hozo language
Triple: [North Omotic, hasLanguage, Hozo language]
Generated description
The Hozo language is a lesser-known North Omotic language spoken by a small community in southwestern Ethiopia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hozo language
Target entity description: The Hozo language is a lesser-known North Omotic language spoken by a small community in southwestern Ethiopia.
  • A. Hoh language
    The Hoh language is an extinct Native American language of the Pacific Northwest, traditionally spoken by the Hoh people of the Olympic Peninsula in Washington State.
  • B. Sa’och language
    The Sa’och language is an endangered Austroasiatic language spoken by the Sa’och people of Cambodia and Thailand, belonging to the Pearic branch.
  • C. Halchidhoma language
    The Halchidhoma language is an extinct Yuman language once spoken by the Halchidhoma people along the lower Colorado River in the southwestern United States.
  • D. Hoanya language
    The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan languages.
  • E. Hobyot language
    Hobyot is a critically endangered Modern South Arabian language spoken by small communities in eastern Yemen and western Oman.
  • 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_69e156d016588190ae368197dfa7d43a 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.