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.