Triple

T14971055
Position Surface form Disambiguated ID Type / Status
Subject Bayei people E373318 entity
Predicate relatedGroup P37 FINISHED
Object Hambukushu
The Hambukushu are a Bantu-speaking ethnic group of the Okavango region in Botswana and neighboring countries, known for riverine farming, fishing, and rich oral traditions.
 E1132278 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 | Statement: [Bayei people, relatedGroup, Hambukushu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hambukushu
Context triple: [Bayei people, relatedGroup, Hambukushu]
  • A. Kibushi
    Kibushi is a Bantu language spoken primarily in Mayotte, where it serves as one of the island’s main regional languages.
  • B. Kakuban
    Kakuban was a prominent 12th-century Japanese Buddhist monk and reformer who played a key role in the development of Shingon Buddhism, particularly through his doctrinal writings and liturgical innovations.
  • C. Hobokan
    Hobokan is an alternative name or spelling for the place or entity known as Hobuck.
  • D. Takamikura
    Takamikura is the ornate imperial throne used in Kyoto for the enthronement ceremonies of Japanese emperors.
  • E. Ohoka
    Ohoka is a small rural township in New Zealand’s Canterbury region, known for its lifestyle properties and proximity to Christchurch.
  • 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
Triple: [Bayei people, relatedGroup, Hambukushu]
Generated description
The Hambukushu are a Bantu-speaking ethnic group of the Okavango region in Botswana and neighboring countries, known for riverine farming, fishing, and rich oral traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hambukushu
Target entity description: The Hambukushu are a Bantu-speaking ethnic group of the Okavango region in Botswana and neighboring countries, known for riverine farming, fishing, and rich oral traditions.
  • A. Kibushi
    Kibushi is a Bantu language spoken primarily in Mayotte, where it serves as one of the island’s main regional languages.
  • B. Kakuban
    Kakuban was a prominent 12th-century Japanese Buddhist monk and reformer who played a key role in the development of Shingon Buddhism, particularly through his doctrinal writings and liturgical innovations.
  • C. Hobokan
    Hobokan is an alternative name or spelling for the place or entity known as Hobuck.
  • D. Takamikura
    Takamikura is the ornate imperial throne used in Kyoto for the enthronement ceremonies of Japanese emperors.
  • E. Ohoka
    Ohoka is a small rural township in New Zealand’s Canterbury region, known for its lifestyle properties and proximity to Christchurch.
  • 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6e59a7c8190a1634a706ea68fda completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9692e4fc8190a1194a41fc8a832c completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe983820f88190843361b0ac391d38 completed May 9, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69fe98b18ab48190b2a47418904e6643 completed May 9, 2026, 2:15 a.m.
Created at: April 10, 2026, 2:49 a.m.