Triple

T23393191
Position Surface form Disambiguated ID Type / Status
Subject Creole (people) E594073 entity
Predicate hasSubgroup P747 FINISHED
Object Louisiana Creoles
Louisiana Creoles are a culturally distinct group from Louisiana with mixed French, Spanish, African, and Native American heritage, known for their unique language, cuisine, music, and traditions.
E296962 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: Louisiana Creoles | Statement: [Creole (people), hasSubgroup, Louisiana Creoles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Creoles
Context triple: [Creole (people), hasSubgroup, Louisiana Creoles]
  • 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. White Creoles
    White Creoles are descendants of European, primarily French and Spanish, settlers in Louisiana who form a distinct cultural group known for preserving elements of colonial-era language, customs, and identity.
  • C. 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.
  • D. Louisiana Creole
    Louisiana Creole is a French-based creole language spoken primarily in Louisiana, shaped by African, French, Spanish, and Native American influences and historically associated with the region’s Creole communities.
  • E. Creole and Cajun Louisiana
    Creole and Cajun Louisiana is a culturally rich region of the American South known for its distinctive blend of French, Spanish, African, and Native American influences in its language, cuisine, music, and traditions.
  • 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: Louisiana Creoles
Triple: [Creole (people), hasSubgroup, Louisiana Creoles]
Generated description
Louisiana Creoles are a culturally distinct group from Louisiana with mixed French, Spanish, African, and Native American heritage, known for their unique language, cuisine, music, and traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Creoles
Target entity description: Louisiana Creoles are a culturally distinct group from Louisiana with mixed French, Spanish, African, and Native American heritage, known for their unique language, cuisine, music, and traditions.
  • A. Creole people chosen
    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. White Creoles
    White Creoles are descendants of European, primarily French and Spanish, settlers in Louisiana who form a distinct cultural group known for preserving elements of colonial-era language, customs, and identity.
  • C. 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.
  • D. Louisiana Creole
    Louisiana Creole is a French-based creole language spoken primarily in Louisiana, shaped by African, French, Spanish, and Native American influences and historically associated with the region’s Creole communities.
  • E. Creole and Cajun Louisiana
    Creole and Cajun Louisiana is a culturally rich region of the American South known for its distinctive blend of French, Spanish, African, and Native American influences in its language, cuisine, music, and traditions.
  • F. None of above.

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_69e25d2754fc819085deea939bde60ab completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a49df4308190ab4ab31310af81ed completed April 29, 2026, 6:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dedc3548190b7340fa46db37737 completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c5eb51fe08190a2f12988d03e7fb8 completed May 19, 2026, 12:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5f58dd448190bdf6674d65098c3f completed May 19, 2026, 1:02 p.m.
Created at: April 17, 2026, 5:36 p.m.