Triple

T10294546
Position Surface form Disambiguated ID Type / Status
Subject Esmeraldas (city) E241448 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Afro-Ecuadorians
Afro-Ecuadorians are a Black ethnic group in Ecuador, primarily descended from enslaved Africans and known for their distinct cultural traditions, music, and influence on the country’s coastal regions.
E855935 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: Afro-Ecuadorians | Statement: [Esmeraldas (city), hasEthnicGroup, Afro-Ecuadorians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afro-Ecuadorians
Context triple: [Esmeraldas (city), hasEthnicGroup, Afro-Ecuadorians]
  • A. Criollo people
    The Criollo people are Latin Americans of primarily Spanish descent who formed a distinct colonial-born elite and played a central role in the independence movements across Spanish America.
  • B. Afro-Colombians
    Afro-Colombians are Colombians of African descent whose cultural, historical, and social contributions have significantly shaped the nation’s identity, particularly along its Pacific and Caribbean coasts.
  • C. Afro-Venezuelans
    Afro-Venezuelans are Venezuelan people of African descent whose culture, music, and religious traditions significantly shape the country’s coastal and national identity.
  • D. Guale people
    The Guale people were a Native American group who inhabited the coastal regions of what is now Georgia and northern Florida, known for their complex chiefdoms and early, often resistant, interactions with Spanish colonizers.
  • E. Chiquitano people
    The Chiquitano people are an Indigenous group of the lowland regions of eastern Bolivia, known for their distinct language, traditional communal lifestyles, and historical association with Jesuit mission settlements.
  • 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: Afro-Ecuadorians
Triple: [Esmeraldas (city), hasEthnicGroup, Afro-Ecuadorians]
Generated description
Afro-Ecuadorians are a Black ethnic group in Ecuador, primarily descended from enslaved Africans and known for their distinct cultural traditions, music, and influence on the country’s coastal regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afro-Ecuadorians
Target entity description: Afro-Ecuadorians are a Black ethnic group in Ecuador, primarily descended from enslaved Africans and known for their distinct cultural traditions, music, and influence on the country’s coastal regions.
  • A. Criollo people
    The Criollo people are Latin Americans of primarily Spanish descent who formed a distinct colonial-born elite and played a central role in the independence movements across Spanish America.
  • B. Afro-Colombians
    Afro-Colombians are Colombians of African descent whose cultural, historical, and social contributions have significantly shaped the nation’s identity, particularly along its Pacific and Caribbean coasts.
  • C. Afro-Venezuelans
    Afro-Venezuelans are Venezuelan people of African descent whose culture, music, and religious traditions significantly shape the country’s coastal and national identity.
  • D. Guale people
    The Guale people were a Native American group who inhabited the coastal regions of what is now Georgia and northern Florida, known for their complex chiefdoms and early, often resistant, interactions with Spanish colonizers.
  • E. Chiquitano people
    The Chiquitano people are an Indigenous group of the lowland regions of eastern Bolivia, known for their distinct language, traditional communal lifestyles, and historical association with Jesuit mission settlements.
  • 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_69d381aaafc08190af475ef58dc16aba completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d2d5e0f88190be3e23ba2511a1e9 completed April 7, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71d23f49081909aea149c6b219354 completed April 9, 2026, 3:29 a.m.
NEDg Description generation batch_69d73182d7548190ac15093aa7001db7 completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d7336c06308190ac72154134a26842 completed April 9, 2026, 5:04 a.m.
Created at: April 6, 2026, 11:42 a.m.