Triple

T1291407
Position Surface form Disambiguated ID Type / Status
Subject French Americans E27555 entity
Predicate relatedGroup P37 FINISHED
Object 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.
E148599 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: Franco-Americans | Statement: [French Americans, relatedGroup, Franco-Americans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franco-Americans
Context triple: [French Americans, relatedGroup, Franco-Americans]
  • A. Acadians
    Acadians are a French-speaking people of colonial North American origin, historically centered in the Maritime provinces of Canada and known for their distinct culture and diaspora following the 18th-century deportations.
  • B. Italian Canadians
    Italian Canadians are Canadians of Italian ancestry who form one of the country’s largest and most visible ethnic communities, with a strong cultural presence in major urban centers.
  • C. French Community
    The French Community is one of Belgium’s federated entities responsible for cultural, educational, and language-related matters for French-speaking residents.
  • D. French Community
    The French Community was a short-lived political association formed in 1958 that linked France with several of its newly autonomous former African colonies during the transition from empire to independence.
  • E. German Canadians
    German Canadians are Canadians of full or partial German ancestry who form one of the country’s largest and historically significant ethnic communities, contributing notably to its cultural, economic, and social life.
  • 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: Franco-Americans
Triple: [French Americans, relatedGroup, Franco-Americans]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franco-Americans
Target entity description: 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.
  • A. Acadians
    Acadians are a French-speaking people of colonial North American origin, historically centered in the Maritime provinces of Canada and known for their distinct culture and diaspora following the 18th-century deportations.
  • B. Italian Canadians
    Italian Canadians are Canadians of Italian ancestry who form one of the country’s largest and most visible ethnic communities, with a strong cultural presence in major urban centers.
  • C. French Community
    The French Community is one of Belgium’s federated entities responsible for cultural, educational, and language-related matters for French-speaking residents.
  • D. French Community
    The French Community was a short-lived political association formed in 1958 that linked France with several of its newly autonomous former African colonies during the transition from empire to independence.
  • E. German Canadians
    German Canadians are Canadians of full or partial German ancestry who form one of the country’s largest and historically significant ethnic communities, contributing notably to its cultural, economic, and social life.
  • 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_69a496d4ec448190ad653b2590c46711 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0d7d15081909d3af19b9297f1cc completed March 1, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69acb2ff0d4c8190893901e041f30171 completed March 7, 2026, 11:21 p.m.
NEDg Description generation batch_69acb364f2d88190b20ad87001349562 completed March 7, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69acb3ce7720819095558536e0a978b8 completed March 7, 2026, 11:25 p.m.
Created at: March 1, 2026, 7:51 p.m.