Triple

T9526647
Position Surface form Disambiguated ID Type / Status
Subject Gafat language E229775 entity
Predicate languageSubbranch P1967 FINISHED
Object South Ethiopic
South Ethiopic is a subgroup of the Ethiopic (South Semitic) languages of Ethiopia, encompassing several closely related, historically and geographically linked Semitic languages.
E806187 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: South Ethiopic | Statement: [Gafat language, languageSubbranch, South Ethiopic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Ethiopic
Context triple: [Gafat language, languageSubbranch, South Ethiopic]
  • A. Ge'ez
    Ge'ez is an ancient Semitic language of Ethiopia and Eritrea, best known today as the classical and liturgical language of the Ethiopian and Eritrean Orthodox Tewahedo Churches.
  • B. South Omotic
    South Omotic is a branch of the Omotic language family spoken primarily in southwestern Ethiopia by several indigenous ethnic groups.
  • C. North Omotic
    North Omotic is a branch of the Omotic language family spoken primarily in southwestern Ethiopia, encompassing several related languages of the Afroasiatic phylum.
  • D. Ethiopian
    Ethiopian refers to a person from Ethiopia or of Ethiopian descent, associated with the country's distinct cultures, languages, and history in the Horn of Africa.
  • E. Geʻez era
    The Geʻez era is an ancient Ethiopian calendar epoch used in the traditional Geʻez-based dating system, particularly within the Ethiopian and Eritrean Orthodox Christian traditions.
  • 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: South Ethiopic
Triple: [Gafat language, languageSubbranch, South Ethiopic]
Generated description
South Ethiopic is a subgroup of the Ethiopic (South Semitic) languages of Ethiopia, encompassing several closely related, historically and geographically linked Semitic languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Ethiopic
Target entity description: South Ethiopic is a subgroup of the Ethiopic (South Semitic) languages of Ethiopia, encompassing several closely related, historically and geographically linked Semitic languages.
  • A. Ge'ez
    Ge'ez is an ancient Semitic language of Ethiopia and Eritrea, best known today as the classical and liturgical language of the Ethiopian and Eritrean Orthodox Tewahedo Churches.
  • B. South Omotic
    South Omotic is a branch of the Omotic language family spoken primarily in southwestern Ethiopia by several indigenous ethnic groups.
  • C. North Omotic
    North Omotic is a branch of the Omotic language family spoken primarily in southwestern Ethiopia, encompassing several related languages of the Afroasiatic phylum.
  • D. Ethiopian
    Ethiopian refers to a person from Ethiopia or of Ethiopian descent, associated with the country's distinct cultures, languages, and history in the Horn of Africa.
  • E. Geʻez era
    The Geʻez era is an ancient Ethiopian calendar epoch used in the traditional Geʻez-based dating system, particularly within the Ethiopian and Eritrean Orthodox Christian traditions.
  • 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_69ca8479934c81908006d0e6e970ae05 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd989c831081908877e42f7ead84ba completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c2710b481909a13d946f6dd5b2d completed April 4, 2026, 5:36 p.m.
NEDg Description generation batch_69d14e49c97481909a1bab1b4d482194 completed April 4, 2026, 5:45 p.m.
NED2 Entity disambiguation (via description) batch_69d14ee1fcdc8190bf23a3af97f0ba39 completed April 4, 2026, 5:48 p.m.
Created at: March 30, 2026, 8 p.m.