Triple

T3762858
Position Surface form Disambiguated ID Type / Status
Subject Sidamo E82602 entity
Predicate spokenBy P2181 FINISHED
Object Sidama people
The Sidama people are an ethnic group primarily inhabiting southern Ethiopia, known for their distinct Cushitic language, rich coffee-growing culture, and strong traditions of communal self-governance.
E99905 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: Sidama people | Statement: [Sidamo, spokenBy, Sidama people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sidama people
Context triple: [Sidamo, spokenBy, Sidama people]
  • A. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • B. Alur people
    The Alur people are a Nilotic ethnic group primarily inhabiting northwestern Uganda and northeastern Democratic Republic of the Congo, known for their Luo-related language and cattle-herding, farming traditions.
  • C. Saluan people
    The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
  • D. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • E. Saho people
    The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
  • 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: Sidama people
Triple: [Sidamo, spokenBy, Sidama people]
Generated description
The Sidama people are an ethnic group primarily inhabiting southern Ethiopia, known for their distinct Cushitic language, rich coffee-growing culture, and strong traditions of communal self-governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sidama people
Target entity description: The Sidama people are an ethnic group primarily inhabiting southern Ethiopia, known for their distinct Cushitic language, rich coffee-growing culture, and strong traditions of communal self-governance.
  • A. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • B. Alur people
    The Alur people are a Nilotic ethnic group primarily inhabiting northwestern Uganda and northeastern Democratic Republic of the Congo, known for their Luo-related language and cattle-herding, farming traditions.
  • C. Saluan people
    The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
  • D. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • E. Saho people chosen
    The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
  • F. None of above.

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_69adcbfbecf8819099d80af480cbe2d2 completed March 8, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bb60d49ba08190b954fedd4c7bef5f completed March 19, 2026, 2:35 a.m.
NEDg Description generation batch_69bb692905fc8190903230399f7a9aa2 completed March 19, 2026, 3:10 a.m.
NED2 Entity disambiguation (via description) batch_69bb6997ba6081908901a4f36e7edf25 completed March 19, 2026, 3:12 a.m.
Created at: March 8, 2026, 3:35 p.m.