Triple

T6177959
Position Surface form Disambiguated ID Type / Status
Subject Northern Region E137865 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Mamprusi
The Mamprusi are a major Gur-speaking ethnic group of northern Ghana and parts of neighboring countries, known for their centralized chieftaincy system and rich traditions in agriculture, oral history, and Islam.
E576493 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: Mamprusi | Statement: [Northern Region, hasEthnicGroup, Mamprusi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mamprusi
Context triple: [Northern Region, hasEthnicGroup, Mamprusi]
  • A. Bamiléké
    The Bamiléké are a major Central African ethnic group of Cameroon known for their rich cultural traditions, entrepreneurial spirit, and densely populated chiefdoms in the country’s western highlands.
  • B. Kete Krachi
    Kete Krachi is a town in the Oti Region of Ghana that serves as an important lakeside community and transport hub on the shores of Lake Volta.
  • C. Madoqua
    Madoqua is a genus of small African antelopes commonly known as dik-diks, characterized by their diminutive size, elongated snouts, and monogamous pair bonds.
  • D. Mandinka
    Mandinka is a major Mande language spoken primarily in The Gambia, Senegal, Guinea-Bissau, and neighboring West African countries by the Mandinka people.
  • E. Mansa
    Mansa was the royal title used by the rulers of the Mali Empire, most famously borne by Mansa Musa, one of the wealthiest and most influential monarchs in history.
  • 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: Mamprusi
Triple: [Northern Region, hasEthnicGroup, Mamprusi]
Generated description
The Mamprusi are a major Gur-speaking ethnic group of northern Ghana and parts of neighboring countries, known for their centralized chieftaincy system and rich traditions in agriculture, oral history, and Islam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mamprusi
Target entity description: The Mamprusi are a major Gur-speaking ethnic group of northern Ghana and parts of neighboring countries, known for their centralized chieftaincy system and rich traditions in agriculture, oral history, and Islam.
  • A. Bamiléké
    The Bamiléké are a major Central African ethnic group of Cameroon known for their rich cultural traditions, entrepreneurial spirit, and densely populated chiefdoms in the country’s western highlands.
  • B. Kete Krachi
    Kete Krachi is a town in the Oti Region of Ghana that serves as an important lakeside community and transport hub on the shores of Lake Volta.
  • C. Madoqua
    Madoqua is a genus of small African antelopes commonly known as dik-diks, characterized by their diminutive size, elongated snouts, and monogamous pair bonds.
  • D. Mandinka
    Mandinka is a major Mande language spoken primarily in The Gambia, Senegal, Guinea-Bissau, and neighboring West African countries by the Mandinka people.
  • E. Mansa
    Mansa is a city in the Malwa region of Punjab, India, known primarily as an agricultural and cotton-growing center.
  • 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_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05dc9f3d88190ab46b3b246f5a8df completed March 22, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16ef0f76881909d678010d0c064e7 completed March 23, 2026, 4:48 p.m.
NEDg Description generation batch_69c1be0624088190b20fdfa389ebf092 completed March 23, 2026, 10:26 p.m.
NED2 Entity disambiguation (via description) batch_69c1bec4844081908baa5abbc4cb3221 completed March 23, 2026, 10:29 p.m.
Created at: March 22, 2026, 4:18 p.m.