Triple

T7959532
Position Surface form Disambiguated ID Type / Status
Subject Orange River region E184825 entity
Predicate ethnicGroupsInvolved P12220 FINISHED
Object San peoples
The San peoples are indigenous hunter-gatherer communities of Southern Africa, renowned for their ancient rock art, click-based languages, and deep ecological knowledge.
E704057 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: San peoples | Statement: [Orange River region, ethnicGroupsInvolved, San peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San peoples
Context triple: [Orange River region, ethnicGroupsInvolved, San peoples]
  • A. !Kung people
    The !Kung people are an Indigenous San hunter-gatherer group of the Kalahari region in southern Africa, known for their click-language, egalitarian social structure, and deep ecological knowledge.
  • B. Warumungu people
    The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
  • C. Ngäbe people
    The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
  • D. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • E. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • 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: San peoples
Triple: [Orange River region, ethnicGroupsInvolved, San peoples]
Generated description
The San peoples are indigenous hunter-gatherer communities of Southern Africa, renowned for their ancient rock art, click-based languages, and deep ecological knowledge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San peoples
Target entity description: The San peoples are indigenous hunter-gatherer communities of Southern Africa, renowned for their ancient rock art, click-based languages, and deep ecological knowledge.
  • A. !Kung people
    The !Kung people are an Indigenous San hunter-gatherer group of the Kalahari region in southern Africa, known for their click-language, egalitarian social structure, and deep ecological knowledge.
  • B. Warumungu people
    The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
  • C. Ngäbe people
    The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
  • D. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • E. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b80050c81909b2db95ade495052 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe07d31a881909e891fdd73c4467b completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cbe554dfd881909edf2c20a7035f17 completed March 31, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69cc3429f4148190981d30c3cc4c3c9a completed March 31, 2026, 8:52 p.m.
Created at: March 30, 2026, 5:11 p.m.