Triple

T3513161
Position Surface form Disambiguated ID Type / Status
Subject Okavango Delta E74242 entity
Predicate supportsCommunity P11337 FINISHED
Object Hambukushu people
The Hambukushu people are a Bantu-speaking ethnic group of northwestern Botswana and neighboring regions, traditionally known as riverine farmers, fishers, and hunters with a rich cultural heritage closely tied to the Okavango waterways.
E366370 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: Hambukushu people | Statement: [Okavango Delta, supportsCommunity, Hambukushu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hambukushu people
Context triple: [Okavango Delta, supportsCommunity, Hambukushu people]
  • A. Mikasuki people
    The Mikasuki people are a Native American group of the southeastern United States, closely related to the Seminole and known for preserving their distinct Muskogean language and cultural traditions.
  • B. Nakanai people
    The Nakanai people are an indigenous ethnic group of central New Britain in Papua New Guinea, known for their distinct Austronesian language and rich coastal and rainforest-based cultural traditions.
  • C. Kawaiisu people
    The Kawaiisu people are an Indigenous Native American group traditionally inhabiting the southern Sierra Nevada and Tehachapi Mountains of California, known for their Uto-Aztecan language and rich basketry and rock art traditions.
  • D. Kankuamo people
    The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
  • E. Sikka people
    The Sikka people are an indigenous ethnic group of eastern Flores in Indonesia, known for their distinct Austronesian language, Catholic traditions, and rich weaving and oral storytelling culture.
  • 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: Hambukushu people
Triple: [Okavango Delta, supportsCommunity, Hambukushu people]
Generated description
The Hambukushu people are a Bantu-speaking ethnic group of northwestern Botswana and neighboring regions, traditionally known as riverine farmers, fishers, and hunters with a rich cultural heritage closely tied to the Okavango waterways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hambukushu people
Target entity description: The Hambukushu people are a Bantu-speaking ethnic group of northwestern Botswana and neighboring regions, traditionally known as riverine farmers, fishers, and hunters with a rich cultural heritage closely tied to the Okavango waterways.
  • A. Mikasuki people
    The Mikasuki people are a Native American group of the southeastern United States, closely related to the Seminole and known for preserving their distinct Muskogean language and cultural traditions.
  • B. Nakanai people
    The Nakanai people are an indigenous ethnic group of central New Britain in Papua New Guinea, known for their distinct Austronesian language and rich coastal and rainforest-based cultural traditions.
  • C. Kawaiisu people
    The Kawaiisu people are an Indigenous Native American group traditionally inhabiting the southern Sierra Nevada and Tehachapi Mountains of California, known for their Uto-Aztecan language and rich basketry and rock art traditions.
  • D. Kankuamo people
    The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
  • E. Sikka people
    The Sikka people are an indigenous ethnic group of eastern Flores in Indonesia, known for their distinct Austronesian language, Catholic traditions, and rich weaving and oral storytelling culture.
  • 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_69ad85cfb5c881909c9a2edd9d6043cc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc2d0bf481909d1f19a87d147b63 completed March 8, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e76c3a08190831402ff0c680196 completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b38232467c81909eb831bb0747cb77 completed March 13, 2026, 3:19 a.m.
NED2 Entity disambiguation (via description) batch_69b385f078d48190a72e61c59aa27e43 completed March 13, 2026, 3:35 a.m.
Created at: March 8, 2026, 3:19 p.m.