Triple

T8553664
Position Surface form Disambiguated ID Type / Status
Subject English in Louisiana E202505 entity
Predicate historicalInfluence P4749 FINISHED
Object African diaspora in Louisiana
The African diaspora in Louisiana comprises the communities of African descent whose cultural, linguistic, and religious traditions have profoundly shaped the state’s Creole heritage, music, cuisine, and social history.
E741971 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: African diaspora in Louisiana | Statement: [English in Louisiana, historicalInfluence, African diaspora in Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African diaspora in Louisiana
Context triple: [English in Louisiana, historicalInfluence, African diaspora in Louisiana]
  • A. Creole people
    Creole people are a culturally distinct group of mixed African, European, and sometimes Indigenous ancestry, known for their unique languages, traditions, and identities that developed in colonial and postcolonial societies, especially in the Caribbean and the Americas.
  • B. Spanish Louisiana
    Spanish Louisiana was a vast North American colonial territory under Spanish rule from the late 18th to early 19th century, encompassing the lower Mississippi Valley and centered on New Orleans.
  • C. Americanization of Louisiana
    Americanization of Louisiana refers to the 19th-century process by which U.S. political, legal, and cultural norms reshaped Louisiana’s formerly French- and Spanish-colonial society, profoundly altering the status and identity of communities such as the Creoles of color.
  • D. Louisiana Acadian communities
    Louisiana Acadian communities are culturally distinct groups in Louisiana descended from Acadian (Cajun) settlers, known for their French heritage, language, music, and cuisine.
  • E. Houma people
    The Houma people are a Native American tribe historically based in what is now Louisiana, known for their distinct culture, language heritage, and close ties to the Mississippi River delta region.
  • 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: African diaspora in Louisiana
Triple: [English in Louisiana, historicalInfluence, African diaspora in Louisiana]
Generated description
The African diaspora in Louisiana comprises the communities of African descent whose cultural, linguistic, and religious traditions have profoundly shaped the state’s Creole heritage, music, cuisine, and social history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African diaspora in Louisiana
Target entity description: The African diaspora in Louisiana comprises the communities of African descent whose cultural, linguistic, and religious traditions have profoundly shaped the state’s Creole heritage, music, cuisine, and social history.
  • A. Creole people
    Creole people are a culturally distinct group of mixed African, European, and sometimes Indigenous ancestry, known for their unique languages, traditions, and identities that developed in colonial and postcolonial societies, especially in the Caribbean and the Americas.
  • B. Spanish Louisiana
    Spanish Louisiana was a vast North American colonial territory under Spanish rule from the late 18th to early 19th century, encompassing the lower Mississippi Valley and centered on New Orleans.
  • C. Americanization of Louisiana
    Americanization of Louisiana refers to the 19th-century process by which U.S. political, legal, and cultural norms reshaped Louisiana’s formerly French- and Spanish-colonial society, profoundly altering the status and identity of communities such as the Creoles of color.
  • D. Louisiana Acadian communities
    Louisiana Acadian communities are culturally distinct groups in Louisiana descended from Acadian (Cajun) settlers, known for their French heritage, language, music, and cuisine.
  • E. Houma people
    The Houma people are a Native American tribe historically based in what is now Louisiana, known for their distinct culture, language heritage, and close ties to the Mississippi River delta region.
  • 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_69ca832610e08190b3b6c6cd2c250255 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe8894e7c8190bc0ae2ceec473ecb completed March 31, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6dd67d288190a147562a99ecde56 completed April 2, 2026, 1:23 p.m.
NEDg Description generation batch_69ce6ee1bae4819099ef302138599b34 completed April 2, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69ce6fb93fd88190bc53a925473f9b71 completed April 2, 2026, 1:31 p.m.
Created at: March 30, 2026, 6:19 p.m.