Triple

T3762830
Position Surface form Disambiguated ID Type / Status
Subject Omotic languages E82601 entity
Predicate majorLanguage P207 FINISHED
Object Kafa
Kafa is an Omotic language spoken primarily in southwestern Ethiopia by the Kafa people.
 E386663 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: Kafa | Statement: [Omotic languages, majorLanguage, Kafa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kafa
Context triple: [Omotic languages, majorLanguage, Kafa]
  • A. Caffa
    Caffa is the historical name of the Crimean port city now known as Feodosia, which was a major Genoese trading colony and a key Black Sea commercial hub in the Middle Ages.
  • B. Sidamo
    Sidamo is a Cushitic language spoken primarily in southern Ethiopia by the Sidama people.
  • C. Berbera
    Berbera is a major port city on the Gulf of Aden in Somaliland, serving as a key maritime hub for trade in the Horn of Africa.
  • D. Wukro
    Wukro is a town in northern Ethiopia known for its historic rock-hewn churches and its location along the main road in the Tigray Region.
  • E. Tsévié
    Tsévié is a town in southern Togo that serves as an important regional center for trade and agriculture.
  • 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: Kafa
Triple: [Omotic languages, majorLanguage, Kafa]
Generated description
Kafa is an Omotic language spoken primarily in southwestern Ethiopia by the Kafa people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kafa
Target entity description: Kafa is an Omotic language spoken primarily in southwestern Ethiopia by the Kafa people.
  • A. Caffa
    Caffa is the historical name of the Crimean port city now known as Feodosia, which was a major Genoese trading colony and a key Black Sea commercial hub in the Middle Ages.
  • B. Sidamo
    Sidamo is a Cushitic language spoken primarily in southern Ethiopia by the Sidama people.
  • C. Berbera
    Berbera is a major port city on the Gulf of Aden in Somaliland, serving as a key maritime hub for trade in the Horn of Africa.
  • D. Wukro
    Wukro is a town in northern Ethiopia known for its historic rock-hewn churches and its location along the main road in the Tigray Region.
  • E. Tsévié
    Tsévié is a town in southern Togo that serves as an important regional center for trade and agriculture.
  • 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_69ad8b207b0081909d2b48843fbd8795 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbfa44ac819082f2c895d96c9170 completed March 8, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e51acd0c81909a675e525ece6d1b completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e8d7b6d48190a56c3d1921bb2088 completed March 14, 2026, 4:49 a.m.
NED2 Entity disambiguation (via description) batch_69b4e966a5648190a449fbb23c39f905 completed March 14, 2026, 4:51 a.m.
Created at: March 8, 2026, 3:35 p.m.