Triple

T11877893
Position Surface form Disambiguated ID Type / Status
Subject Oro language E282577 entity
Predicate spokenBy P2181 FINISHED
Object Oro people
The Oro people are an indigenous ethnic group of Nigeria’s Akwa Ibom region, known for their distinct cultural traditions, maritime heritage, and use of the Oro language.
E1144641 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: Oro people | Statement: [Oro language, spokenBy, Oro people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oro people
Context triple: [Oro language, spokenBy, Oro people]
  • A. Punu people
    The Punu people are a Bantu-speaking ethnic group of Central Africa, primarily living in southern Gabon and neighboring regions, known for their distinctive white-faced masks and rich artistic traditions.
  • B. Kichwa people
    The Kichwa people are an Indigenous group of the Andes and Amazon regions, primarily in Ecuador and neighboring countries, known for their Quechuan language varieties, traditional agriculture, and rich communal cultural practices.
  • C. Banda-Linda people
    The Banda-Linda people are an ethnic group of Central Africa, primarily in the Central African Republic, known for their distinct Banda-Linda language and related cultural traditions.
  • D. Arosi people
    The Arosi people are an indigenous ethnic group of Makira Island in the Solomon Islands, known for their distinct Austronesian culture and traditions.
  • E. Awá people
    The Awá people are an Indigenous group of the Amazon rainforest, known for their traditional semi-nomadic lifestyle, deep forest knowledge, and ongoing struggle to protect their land and culture from deforestation and external threats.
  • 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: Oro people
Triple: [Oro language, spokenBy, Oro people]
Generated description
The Oro people are an indigenous ethnic group of Nigeria’s Akwa Ibom region, known for their distinct cultural traditions, maritime heritage, and use of the Oro language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oro people
Target entity description: The Oro people are an indigenous ethnic group of Nigeria’s Akwa Ibom region, known for their distinct cultural traditions, maritime heritage, and use of the Oro language.
  • A. Punu people
    The Punu people are a Bantu-speaking ethnic group of Central Africa, primarily living in southern Gabon and neighboring regions, known for their distinctive white-faced masks and rich artistic traditions.
  • B. Kichwa people
    The Kichwa people are an Indigenous group of the Andes and Amazon regions, primarily in Ecuador and neighboring countries, known for their Quechuan language varieties, traditional agriculture, and rich communal cultural practices.
  • C. Banda-Linda people
    The Banda-Linda people are an ethnic group of Central Africa, primarily in the Central African Republic, known for their distinct Banda-Linda language and related cultural traditions.
  • D. Arosi people
    The Arosi people are an indigenous ethnic group of Makira Island in the Solomon Islands, known for their distinct Austronesian culture and traditions.
  • E. Awá people
    The Awá people are an Indigenous group of the Amazon rainforest, known for their traditional semi-nomadic lifestyle, deep forest knowledge, and ongoing struggle to protect their land and culture from deforestation and external threats.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8be1b6a5c81909a18c54205dda09c completed April 10, 2026, 9:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fedd19164481909c2f35fbebf6150e completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fede23eab88190ab026382ba3ea06b completed May 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69fede93c6a88190afc35f9e3f16a6f2 completed May 9, 2026, 7:13 a.m.
Created at: April 8, 2026, 9:44 p.m.