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.