Triple

T303036

Position	Surface form	Disambiguated ID	Type / Status
Subject	Antillean Creole	`E6238`	entity
Predicate	closelyRelatedTo	`P37`	FINISHED
Object	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.	`E40327`	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 Creole | Statement: [Antillean Creole, closelyRelatedTo, Louisiana Creole]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Louisiana Creole
Context triple: [Antillean Creole, closelyRelatedTo, Louisiana Creole]

A. Antillean Creole
Antillean Creole is a French-based creole language spoken primarily in the Lesser Antilles, notably in Martinique, Guadeloupe, and surrounding islands.
B. Haitian Creole
Haitian Creole is a French-based creole language spoken primarily in Haiti and its diaspora, recognized as one of the country's official languages and used in education, media, and religious life.
C. Cajun cuisine
Cajun cuisine is a rustic, spicy style of cooking developed by French-speaking Acadian settlers in Louisiana, known for dishes like gumbo, jambalaya, and boudin that feature bold seasonings and local ingredients.
D. French Caribbean
The French Caribbean refers to the group of Caribbean islands and territories colonized by France, historically shaped by plantation economies and slavery and today known for their Creole cultures, French language, and blend of African, European, and indigenous influences.
E. Virgin Islands Creole English
Virgin Islands Creole English is an English-based creole language spoken primarily in the U.S. Virgin Islands and nearby Caribbean areas, characterized by its distinct grammar, pronunciation, and vocabulary influenced by African and European languages.
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 Creole
Triple: [Antillean Creole, closelyRelatedTo, Louisiana Creole]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Louisiana Creole
Target entity description: 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.

A. Antillean Creole
Antillean Creole is a French-based creole language spoken primarily in the Lesser Antilles, notably in Martinique, Guadeloupe, and surrounding islands.
B. Haitian Creole
Haitian Creole is a French-based creole language spoken primarily in Haiti and its diaspora, recognized as one of the country's official languages and used in education, media, and religious life.
C. Cajun cuisine
Cajun cuisine is a rustic, spicy style of cooking developed by French-speaking Acadian settlers in Louisiana, known for dishes like gumbo, jambalaya, and boudin that feature bold seasonings and local ingredients.
D. French Caribbean
The French Caribbean refers to the group of Caribbean islands and territories colonized by France, historically shaped by plantation economies and slavery and today known for their Creole cultures, French language, and blend of African, European, and indigenous influences.
E. Virgin Islands Creole English
Virgin Islands Creole English is an English-based creole language spoken primarily in the U.S. Virgin Islands and nearby Caribbean areas, characterized by its distinct grammar, pronunciation, and vocabulary influenced by African and European languages.
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_69a2e79230508190b912ecb555aae17e`	completed	Feb. 28, 2026, 1:03 p.m.
NER	Named-entity recognition	`batch_69a2ea0eec708190a0af9b27bf1f016a`	completed	Feb. 28, 2026, 1:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3bc2353408190b7658595498895bb`	completed	March 1, 2026, 4:10 a.m.
NEDg	Description generation	`batch_69a3bc94ea2c8190b2a0c0bca7af5f94`	completed	March 1, 2026, 4:12 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3bd0357088190a144c6c408804f30`	completed	March 1, 2026, 4:13 a.m.

Created at: Feb. 28, 2026, 1:06 p.m.