Triple

T372370
Position Surface form Disambiguated ID Type / Status
Subject Barack Obama Sr. E8294 entity
Predicate ethnicGroup P194 FINISHED
Object Luo people
The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
E47222 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: Luo people | Statement: [Barack Obama Sr., ethnicGroup, Luo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luo people
Context triple: [Barack Obama Sr., ethnicGroup, Luo people]
  • A. Paipai people
    The Paipai people are an Indigenous group native to northern Baja California, Mexico, known for their traditional culture and their now-endangered Paipai language of the Yuman family.
  • B. Karbi people
    The Karbi people are an indigenous ethnic community of Northeast India known for their distinct Tibeto-Burman language, rich oral traditions, and hill-based agrarian lifestyle.
  • C. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • D. Bamar
    The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
  • E. Ga people
    The Ga people are an ethnic group native to the coastal Accra region of Ghana, known for their distinct Ga language, vibrant festivals such as Homowo, and significant cultural and historical influence in the country’s capital area.
  • 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: Luo people
Triple: [Barack Obama Sr., ethnicGroup, Luo people]
Generated description
The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luo people
Target entity description: The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • A. Paipai people
    The Paipai people are an Indigenous group native to northern Baja California, Mexico, known for their traditional culture and their now-endangered Paipai language of the Yuman family.
  • B. Karbi people
    The Karbi people are an indigenous ethnic community of Northeast India known for their distinct Tibeto-Burman language, rich oral traditions, and hill-based agrarian lifestyle.
  • C. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • D. Bamar
    The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
  • E. Ga people
    The Ga people are an ethnic group native to the coastal Accra region of Ghana, known for their distinct Ga language, vibrant festivals such as Homowo, and significant cultural and historical influence in the country’s capital area.
  • 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec018d508190b5687a9ba90b3092 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3f0a78c748190ae5e64919f1d6501 completed March 1, 2026, 7:54 a.m.
NEDg Description generation batch_69a3f0fc6984819092d92f76055d3f19 completed March 1, 2026, 7:55 a.m.
NED2 Entity disambiguation (via description) batch_69a3f16c66a081909a449fc3b606aaf9 completed March 1, 2026, 7:57 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.