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.