Triple

T3108783
Position Surface form Disambiguated ID Type / Status
Subject Afro-Martiniquais E64898 entity
Predicate subgroupOf P10 FINISHED
Object Black French people
Black French people are French citizens and residents of predominantly Sub-Saharan African or Afro-Caribbean descent, encompassing diverse communities from mainland France and its overseas territories.
E327046 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: Black French people | Statement: [Afro-Martiniquais, subgroupOf, Black French people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black French people
Context triple: [Afro-Martiniquais, subgroupOf, Black French people]
  • A. Pied-Noir
    The Pied-Noir were European, mainly French, settlers and their descendants who lived in French North Africa, especially Algeria, until independence led most to relocate to France.
  • B. The French
    The French is a renowned fine-dining restaurant in Manchester’s Midland Hotel, known for its modern British cuisine and historic, elegant setting.
  • C. Franco-Americans
    Franco-Americans are Americans of French or French-Canadian ancestry whose culture blends French linguistic and religious traditions with North American life, especially in New England and parts of the Midwest and Louisiana.
  • D. French authorities
    French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
  • E. French colonists
    French colonists were European settlers from France who established and governed colonies in regions such as North America, the Caribbean, Africa, and Asia from the 16th to 19th centuries.
  • 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: Black French people
Triple: [Afro-Martiniquais, subgroupOf, Black French people]
Generated description
Black French people are French citizens and residents of predominantly Sub-Saharan African or Afro-Caribbean descent, encompassing diverse communities from mainland France and its overseas territories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black French people
Target entity description: Black French people are French citizens and residents of predominantly Sub-Saharan African or Afro-Caribbean descent, encompassing diverse communities from mainland France and its overseas territories.
  • A. Pied-Noir
    The Pied-Noir were European, mainly French, settlers and their descendants who lived in French North Africa, especially Algeria, until independence led most to relocate to France.
  • B. The French
    The French is a renowned fine-dining restaurant in Manchester’s Midland Hotel, known for its modern British cuisine and historic, elegant setting.
  • C. Franco-Americans
    Franco-Americans are Americans of French or French-Canadian ancestry whose culture blends French linguistic and religious traditions with North American life, especially in New England and parts of the Midwest and Louisiana.
  • D. French authorities
    French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
  • E. French colonists
    French colonists were European settlers from France who established and governed colonies in regions such as North America, the Caribbean, Africa, and Asia from the 16th to 19th centuries.
  • 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_69ad857eeaf48190b34ebfdaa7a264cf completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada29eacc88190a19c5ca8e53e3dca completed March 8, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b203902a6881909b20589fad629640 completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b204b575c88190a5d3705c81f0dc6b completed March 12, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_69b20574fab48190bf48d62d35dd4ed5 completed March 12, 2026, 12:14 a.m.
Created at: March 8, 2026, 3:04 p.m.