Triple

T14998685
Position Surface form Disambiguated ID Type / Status
Subject Chagga people E374025 entity
Predicate ethnonym P4709 FINISHED
Object Wachagga
Wachagga are a Bantu-speaking ethnic group native to the slopes of Mount Kilimanjaro in northern Tanzania, known for intensive agriculture and long-distance trade.
 E1131072 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: Wachagga | Statement: [Chagga people, ethnonym, Wachagga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wachagga
Context triple: [Chagga people, ethnonym, Wachagga]
  • A. Yesugei
    Yesugei was a 12th-century Mongol chieftain of the Borjigin clan and the father of Genghis Khan.
  • B. Ochosi
    Ochosi is an orisha in the Yoruba and Afro-Caribbean religious traditions, revered as a divine hunter, tracker, and guardian of justice.
  • C. Wamwene
    Wamwene is the distinctive middle name of Vada Wamwene Mescudi, the daughter of American rapper and actor Kid Cudi.
  • D. Manyoni
    Manyoni is a town and district headquarters in central Tanzania known for its location along major road and rail routes in the Singida Region.
  • E. Mbita
    Mbita is a town in western Kenya situated on the shores of Lake Victoria, serving as a local commercial and transport hub, including access to nearby islands.
  • 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: Wachagga
Triple: [Chagga people, ethnonym, Wachagga]
Generated description
Wachagga are a Bantu-speaking ethnic group native to the slopes of Mount Kilimanjaro in northern Tanzania, known for intensive agriculture and long-distance trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wachagga
Target entity description: Wachagga are a Bantu-speaking ethnic group native to the slopes of Mount Kilimanjaro in northern Tanzania, known for intensive agriculture and long-distance trade.
  • A. Yesugei
    Yesugei was a 12th-century Mongol chieftain of the Borjigin clan and the father of Genghis Khan.
  • B. Ochosi
    Ochosi is an orisha in the Yoruba and Afro-Caribbean religious traditions, revered as a divine hunter, tracker, and guardian of justice.
  • C. Wamwene
    Wamwene is the distinctive middle name of Vada Wamwene Mescudi, the daughter of American rapper and actor Kid Cudi.
  • D. Manyoni
    Manyoni is a town and district headquarters in central Tanzania known for its location along major road and rail routes in the Singida Region.
  • E. Mbita
    Mbita is a town in western Kenya situated on the shores of Lake Victoria, serving as a local commercial and transport hub, including access to nearby islands.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded71a5618819083ae96a79735ef98 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe969c3ba88190899f06b185e94ccf completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe972728dc8190a9cf2a3e984b05a7 completed May 9, 2026, 2:08 a.m.
NED2 Entity disambiguation (via description) batch_69fe9790d1d081908fc94829d3104e07 completed May 9, 2026, 2:10 a.m.
Created at: April 10, 2026, 2:54 a.m.