Triple

T1604726
Position Surface form Disambiguated ID Type / Status
Subject Ga people E34474 entity
Predicate neighboringEthnicGroups P11274 FINISHED
Object Dangme people
The Dangme people are an ethnic group primarily found in southeastern Ghana, closely related culturally and linguistically to the Ga and known for their traditional festivals, coastal and riverine settlements, and patrilineal social structures.
E185939 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: Dangme people | Statement: [Ga people, neighboringEthnicGroups, Dangme people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dangme people
Context triple: [Ga people, neighboringEthnicGroups, Dangme people]
  • A. Fante people
    The Fante people are a major Akan ethnic group from Ghana’s coastal region, known for their historic trading states, rich cultural traditions, and significant influence in Ghanaian politics and education.
  • B. Mandinka people
    The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
  • C. Urhobo people
    The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta region.
  • D. Ewe
    Ewe is a major Niger–Congo language spoken primarily in southeastern Ghana and southern Togo by the Ewe people.
  • E. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • 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: Dangme people
Triple: [Ga people, neighboringEthnicGroups, Dangme people]
Generated description
The Dangme people are an ethnic group primarily found in southeastern Ghana, closely related culturally and linguistically to the Ga and known for their traditional festivals, coastal and riverine settlements, and patrilineal social structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dangme people
Target entity description: The Dangme people are an ethnic group primarily found in southeastern Ghana, closely related culturally and linguistically to the Ga and known for their traditional festivals, coastal and riverine settlements, and patrilineal social structures.
  • A. Fante people
    The Fante people are a major Akan ethnic group from Ghana’s coastal region, known for their historic trading states, rich cultural traditions, and significant influence in Ghanaian politics and education.
  • B. Mandinka people
    The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
  • C. Urhobo people
    The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta region.
  • D. Ewe
    Ewe is a major Niger–Congo language spoken primarily in southeastern Ghana and southern Togo by the Ewe people.
  • E. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa61df32a88190a7e823a77bdcc84a completed March 6, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad608dfc688190a81a502c810f67fb completed March 8, 2026, 11:42 a.m.
NEDg Description generation batch_69ad61e9f1e88190abdd07084e107fca completed March 8, 2026, 11:47 a.m.
NED2 Entity disambiguation (via description) batch_69ad625af68481908dc5d43781aeff03 completed March 8, 2026, 11:49 a.m.
Created at: March 4, 2026, 7:28 p.m.