Triple

T11254019
Position Surface form Disambiguated ID Type / Status
Subject Benishangul-Gumuz Region E266391 entity
Predicate inhabitedBy P6481 FINISHED
Object Shinasha people
The Shinasha people are an indigenous ethnic group of western Ethiopia known for their distinct language, cultural traditions, and historical presence in the Benishangul-Gumuz area.
E1114640 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: Shinasha people | Statement: [Benishangul-Gumuz Region, inhabitedBy, Shinasha people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shinasha people
Context triple: [Benishangul-Gumuz Region, inhabitedBy, Shinasha people]
  • A. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • B. Shenwa people
    The Shenwa people are an indigenous Berber ethnic group of northern Algeria, traditionally inhabiting the Chenoua region near Tipaza and maintaining their own distinct language and cultural practices.
  • C. Keiyo people
    The Keiyo people are an ethnic community in Kenya, primarily inhabiting the Elgeyo-Marakwet region, known for their Kalenjin cultural heritage and strong traditions in agriculture and distance running.
  • D. Shinaki people
    The Shinaki people are an indigenous ethnic community of the Hunza region in northern Pakistan, known for their distinct language, culture, and historical presence in the lower Hunza Valley.
  • E. Anyuak people
    The Anyuak people are a Nilotic ethnic group primarily living along the border regions of South Sudan and Ethiopia, known for their riverine agriculture, cattle herding, and distinct cultural 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: Shinasha people
Triple: [Benishangul-Gumuz Region, inhabitedBy, Shinasha people]
Generated description
The Shinasha people are an indigenous ethnic group of western Ethiopia known for their distinct language, cultural traditions, and historical presence in the Benishangul-Gumuz area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shinasha people
Target entity description: The Shinasha people are an indigenous ethnic group of western Ethiopia known for their distinct language, cultural traditions, and historical presence in the Benishangul-Gumuz area.
  • A. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • B. Shenwa people
    The Shenwa people are an indigenous Berber ethnic group of northern Algeria, traditionally inhabiting the Chenoua region near Tipaza and maintaining their own distinct language and cultural practices.
  • C. Keiyo people
    The Keiyo people are an ethnic community in Kenya, primarily inhabiting the Elgeyo-Marakwet region, known for their Kalenjin cultural heritage and strong traditions in agriculture and distance running.
  • D. Shinaki people
    The Shinaki people are an indigenous ethnic community of the Hunza region in northern Pakistan, known for their distinct language, culture, and historical presence in the lower Hunza Valley.
  • E. Anyuak people
    The Anyuak people are a Nilotic ethnic group primarily living along the border regions of South Sudan and Ethiopia, known for their riverine agriculture, cattle herding, and distinct cultural 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9346f4c8190b29c2cf3a29cd1d1 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde158a5a48190b3945945f94f97a0 completed May 8, 2026, 1:12 p.m.
NEDg Description generation batch_69fde23ab6dc8190a8b1ef0377b74ed5 completed May 8, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_69fde60e72e88190bf56b3ddb3f77839 completed May 8, 2026, 1:33 p.m.
Created at: April 8, 2026, 9:31 p.m.