Triple

T9943362
Position Surface form Disambiguated ID Type / Status
Subject Zaramo people E194137 entity
Predicate neighboringEthnicGroup P11274 FINISHED
Object Rufiji people
The Rufiji people are an ethnic group of coastal Tanzania, traditionally living along the Rufiji River delta and known for fishing, agriculture, and riverine trade.
E866740 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: Rufiji people | Statement: [Zaramo people, neighboringEthnicGroup, Rufiji people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rufiji people
Context triple: [Zaramo people, neighboringEthnicGroup, Rufiji people]
  • A. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • B. Nyamwezi people
    The Nyamwezi people are a major Bantu ethnic group of central Tanzania, historically known as long-distance traders, caravan porters, and influential participants in 19th-century regional commerce and politics.
  • C. Makonde people
    The Makonde people are a Bantu ethnic group of southeastern Tanzania and northern Mozambique, renowned for their intricate woodcarvings, masks, and rich matrilineal cultural traditions.
  • D. Ndoni people
    The Ndoni people are an ethnic group of the Niger Delta region of Nigeria, culturally and linguistically related to other Igboid groups and known for their riverine lifestyle and traditional institutions.
  • E. Shangani people
    The Shangani people are a Tsonga-speaking ethnic group of southern Africa, primarily found in parts of Zimbabwe, Mozambique, and South Africa, known for their distinct language, cultural traditions, and history of migration and resistance.
  • 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: Rufiji people
Triple: [Zaramo people, neighboringEthnicGroup, Rufiji people]
Generated description
The Rufiji people are an ethnic group of coastal Tanzania, traditionally living along the Rufiji River delta and known for fishing, agriculture, and riverine trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rufiji people
Target entity description: The Rufiji people are an ethnic group of coastal Tanzania, traditionally living along the Rufiji River delta and known for fishing, agriculture, and riverine trade.
  • A. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • B. Nyamwezi people
    The Nyamwezi people are a major Bantu ethnic group of central Tanzania, historically known as long-distance traders, caravan porters, and influential participants in 19th-century regional commerce and politics.
  • C. Makonde people
    The Makonde people are a Bantu ethnic group of southeastern Tanzania and northern Mozambique, renowned for their intricate woodcarvings, masks, and rich matrilineal cultural traditions.
  • D. Ndoni people
    The Ndoni people are an ethnic group of the Niger Delta region of Nigeria, culturally and linguistically related to other Igboid groups and known for their riverine lifestyle and traditional institutions.
  • E. Shangani people
    The Shangani people are a Tsonga-speaking ethnic group of southern Africa, primarily found in parts of Zimbabwe, Mozambique, and South Africa, known for their distinct language, cultural traditions, and history of migration and resistance.
  • 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_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb6124a188190b41feadb7b2f8922 completed April 2, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d8dbe24a64819098bc94a8a62cc46b completed April 10, 2026, 11:15 a.m.
NEDg Description generation batch_69d8e8c683608190aa4333ed38e79f53 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901c7684c8190837ed9ef0c2428af completed April 10, 2026, 1:57 p.m.
Created at: March 30, 2026, 8:45 p.m.