Triple

T249664
Position Surface form Disambiguated ID Type / Status
Subject Kigoma Region E5115 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Fipa people
The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
E34025 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: Fipa people | Statement: [Kigoma Region, hasEthnicGroup, Fipa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fipa people
Context triple: [Kigoma Region, hasEthnicGroup, Fipa people]
  • A. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • B. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • C. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • D. Karbi people
    The Karbi people are an indigenous ethnic community of Northeast India known for their distinct Tibeto-Burman language, rich oral traditions, and hill-based agrarian lifestyle.
  • E. Poganuc People
    Poganuc People is a semi-autobiographical novel by Harriet Beecher Stowe that portrays small-town New England life and religious culture in the early 19th century.
  • 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: Fipa people
Triple: [Kigoma Region, hasEthnicGroup, Fipa people]
Generated description
The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fipa people
Target entity description: The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • A. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • B. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • C. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • D. Karbi people
    The Karbi people are an indigenous ethnic community of Northeast India known for their distinct Tibeto-Burman language, rich oral traditions, and hill-based agrarian lifestyle.
  • E. Poganuc People
    Poganuc People is a semi-autobiographical novel by Harriet Beecher Stowe that portrays small-town New England life and religious culture in the early 19th century.
  • 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_69a257c4bf688190a46ebbf411ab7473 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25d3728f0819086214ccc2db2305a completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a386155c0c8190baa1a1d5df15392e completed March 1, 2026, 12:19 a.m.
NEDg Description generation batch_69a3867100008190a4d17f099802864c completed March 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69a386c0ee288190ae58373c531e6313 completed March 1, 2026, 12:22 a.m.
Created at: Feb. 28, 2026, 2:54 a.m.