Triple

T11515914
Position Surface form Disambiguated ID Type / Status
Subject Hadza people E273028 entity
Predicate neighboringGroups P5965 FINISHED
Object Isanzu people
The Isanzu people are a Bantu-speaking ethnic group of north-central Tanzania known for their agricultural lifestyle and proximity to hunter-gatherer groups like the Hadza.
E1158163 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: Isanzu people | Statement: [Hadza people, neighboringGroups, Isanzu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isanzu people
Context triple: [Hadza people, neighboringGroups, Isanzu people]
  • A. Zezuru people
    The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
  • B. Shinasha people
    The Shinasha people are an indigenous ethnic group of western Ethiopia known for their distinct language, cultural traditions, and historical presence in the Benishangul-Gumuz area.
  • C. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • D. Kusaasi people
    The Kusaasi people are an ethnic group of northern Ghana and southern Burkina Faso known for their distinct cultural traditions, agriculture-based livelihoods, and use of the Kusaal language.
  • E. Daza people
    The Daza people are a traditionally nomadic Saharan ethnic group of the central Sahara, primarily in Chad and Niger, known for their pastoral lifestyle and close cultural and linguistic ties to the Toubou.
  • 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: Isanzu people
Triple: [Hadza people, neighboringGroups, Isanzu people]
Generated description
The Isanzu people are a Bantu-speaking ethnic group of north-central Tanzania known for their agricultural lifestyle and proximity to hunter-gatherer groups like the Hadza.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isanzu people
Target entity description: The Isanzu people are a Bantu-speaking ethnic group of north-central Tanzania known for their agricultural lifestyle and proximity to hunter-gatherer groups like the Hadza.
  • A. Zezuru people
    The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
  • B. Shinasha people
    The Shinasha people are an indigenous ethnic group of western Ethiopia known for their distinct language, cultural traditions, and historical presence in the Benishangul-Gumuz area.
  • C. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • D. Kusaasi people
    The Kusaasi people are an ethnic group of northern Ghana and southern Burkina Faso known for their distinct cultural traditions, agriculture-based livelihoods, and use of the Kusaal language.
  • E. Daza people
    The Daza people are a traditionally nomadic Saharan ethnic group of the central Sahara, primarily in Chad and Niger, known for their pastoral lifestyle and close cultural and linguistic ties to the Toubou.
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d87fcc72a48190b81acedfcc8685d3 completed April 10, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2189c1cc819080dc296b17e42374 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff2578f4688190971bf2c5dcedd8c3 completed May 9, 2026, 12:15 p.m.
NED2 Entity disambiguation (via description) batch_69ff25d2d13c8190abeb3ea08b876f23 completed May 9, 2026, 12:17 p.m.
Created at: April 8, 2026, 9:36 p.m.