Triple
T2391155
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Punu |
E48945
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
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.
|
E293007
|
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: Punu people | Statement: [Punu, ethnicGroup, Punu people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Punu people Context triple: [Punu, ethnicGroup, Punu people]
-
A.
Kunama people
The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
-
B.
Huambisa people
The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
-
C.
Ndyuka people
The Ndyuka people are a Maroon community in eastern Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
-
D.
Ipai people
The Ipai people are an Indigenous group of Southern California, traditionally inhabiting the northern Kumeyaay territory around present-day San Diego County and maintaining distinct cultural, linguistic, and historical traditions.
-
E.
Tiwa people
The Tiwa people are an indigenous ethnic group of northeastern India, primarily in Assam and Meghalaya, known for their distinct Tibeto-Burman language, agrarian lifestyle, and rich festival traditions such as Jonbeel Mela.
- 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: Punu people Triple: [Punu, ethnicGroup, Punu people]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Punu people Target entity description: 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.
-
A.
Kunama people
The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
-
B.
Huambisa people
The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
-
C.
Ndyuka people
The Ndyuka people are a Maroon community in eastern Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
-
D.
Ipai people
The Ipai people are an Indigenous group of Southern California, traditionally inhabiting the northern Kumeyaay territory around present-day San Diego County and maintaining distinct cultural, linguistic, and historical traditions.
-
E.
Tiwa people
The Tiwa people are an indigenous ethnic group of northeastern India, primarily in Assam and Meghalaya, known for their distinct Tibeto-Burman language, agrarian lifestyle, and rich festival traditions such as Jonbeel Mela.
- 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_69a88aa5f63081908d07fd302029fcbd |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc87457388190822d5506327db8f2 |
completed | March 7, 2026, 6:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb6677ae0819099091bcf48328a69 |
completed | March 10, 2026, 6:12 a.m. |
| NEDg | Description generation | batch_69afb6f35a2881908a1023908184fd60 |
completed | March 10, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb76a786081908add737721132edc |
completed | March 10, 2026, 6:17 a.m. |
Created at: March 4, 2026, 7:57 p.m.