Triple

T2882061
Position Surface form Disambiguated ID Type / Status
Subject Muskogean languages E59418 entity
Predicate traditionalSpeakers P28395 FINISHED
Object Hitchiti people
The Hitchiti people are a Native American group from the Southeastern United States, historically associated with the Creek Confederacy and known for speaking a distinct Muskogean language.
E313578 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: Hitchiti people | Statement: [Muskogean languages, traditionalSpeakers, Hitchiti people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hitchiti people
Context triple: [Muskogean languages, traditionalSpeakers, Hitchiti people]
  • A. Apalachee people
    The Apalachee people are a Native American tribe historically located in the Florida Panhandle, known for their complex agricultural society and early contact with Spanish colonizers.
  • B. Choctaw people
    The Choctaw people are a Native American nation originally from the Southeastern United States, known for their Muskogean language, complex pre-removal societies, and forced relocation along the Trail of Tears to what became Indian Territory (present-day Oklahoma).
  • C. Chitimacha
    The Chitimacha are a Native American people indigenous to southern Louisiana, known for their intricate river cane basketry and enduring cultural presence along the Gulf Coast.
  • D. 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.
  • E. Ndyuka people
    The Ndyuka people are a Maroon community in eastern Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture 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: Hitchiti people
Triple: [Muskogean languages, traditionalSpeakers, Hitchiti people]
Generated description
The Hitchiti people are a Native American group from the Southeastern United States, historically associated with the Creek Confederacy and known for speaking a distinct Muskogean language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hitchiti people
Target entity description: The Hitchiti people are a Native American group from the Southeastern United States, historically associated with the Creek Confederacy and known for speaking a distinct Muskogean language.
  • A. Apalachee people
    The Apalachee people are a Native American tribe historically located in the Florida Panhandle, known for their complex agricultural society and early contact with Spanish colonizers.
  • B. Choctaw people
    The Choctaw people are a Native American nation originally from the Southeastern United States, known for their Muskogean language, complex pre-removal societies, and forced relocation along the Trail of Tears to what became Indian Territory (present-day Oklahoma).
  • C. Chitimacha
    The Chitimacha are a Native American people indigenous to southern Louisiana, known for their intricate river cane basketry and enduring cultural presence along the Gulf Coast.
  • D. 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.
  • E. Ndyuka people
    The Ndyuka people are a Maroon community in eastern Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • 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_69ab4ac739188190a112f42a5a69c951 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abe02aa5948190a2e0bd9168232bd5 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc5553e08190b9a49f23bb29fcc4 completed March 11, 2026, 5:23 a.m.
NEDg Description generation batch_69b0fd6caf508190b45a396d1402ca65 completed March 11, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b0fdcffa8081908e1c1392306ff7af completed March 11, 2026, 5:29 a.m.
Created at: March 6, 2026, 10:03 p.m.