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.