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.