Triple

T14786504
Position Surface form Disambiguated ID Type / Status
Subject Ethiopic Extended E347539 entity
Predicate usedFor P98 FINISHED
Object Ometo languages
The Ometo languages are a group of closely related Omotic languages spoken primarily in southwestern Ethiopia.
E1119805 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: Ometo languages | Statement: [Ethiopic Extended, usedFor, Ometo languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ometo languages
Context triple: [Ethiopic Extended, usedFor, Ometo languages]
  • A. Chimakuan languages
    The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
  • B. Puruborá languages
    The Puruborá languages are a small, poorly documented branch of the Tupian language family once spoken by the Puruborá people of the Brazilian Amazon.
  • C. Misumalpan languages
    The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
  • D. Mosetenan languages
    The Mosetenan languages are a small indigenous language family of Bolivia spoken primarily by the Tsimané and closely related groups in the Amazonian foothills.
  • E. Pame languages
    The Pame languages are a small group of closely related Oto-Manguean indigenous languages spoken by the Pame people in central Mexico.
  • 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: Ometo languages
Triple: [Ethiopic Extended, usedFor, Ometo languages]
Generated description
The Ometo languages are a group of closely related Omotic languages spoken primarily in southwestern Ethiopia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ometo languages
Target entity description: The Ometo languages are a group of closely related Omotic languages spoken primarily in southwestern Ethiopia.
  • A. Chimakuan languages
    The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
  • B. Puruborá languages
    The Puruborá languages are a small, poorly documented branch of the Tupian language family once spoken by the Puruborá people of the Brazilian Amazon.
  • C. Misumalpan languages
    The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
  • D. Mosetenan languages
    The Mosetenan languages are a small indigenous language family of Bolivia spoken primarily by the Tsimané and closely related groups in the Amazonian foothills.
  • E. Pame languages
    The Pame languages are a small group of closely related Oto-Manguean indigenous languages spoken by the Pame people in central Mexico.
  • 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_69d822e9b9e08190bedcc31a163fda82 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decaa083e481908336d58d026eec32 completed April 14, 2026, 11:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24b9e8a08190bc736ac207b77324 completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe266a05308190b9f6adba3e635e2f completed May 8, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_69fe26f8fb7881909892c381b16fc80a completed May 8, 2026, 6:10 p.m.
Created at: April 10, 2026, 1:31 a.m.