Triple
T2882055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskogean languages |
E59418
|
entity |
| Predicate | traditionalSpeakers |
P28395
|
FINISHED |
| Object | Choctaw people |
E168139
|
NE FINISHED |
How this triple was built (2 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: Choctaw people | Statement: [Muskogean languages, traditionalSpeakers, Choctaw people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Choctaw people Context triple: [Muskogean languages, traditionalSpeakers, Choctaw people]
-
A.
Choctaw people
chosen
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).
-
B.
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.
-
C.
Quapaw tribe
The Quapaw tribe is a Native American people originally from the Ohio and Mississippi River valleys who later settled in what is now Arkansas and are part of the Dhegiha Siouan-speaking groups.
-
D.
Chickasaw Nation
The Chickasaw Nation is a federally recognized Native American tribe originally from the Southeastern United States, known for its forced relocation along the Trail of Tears and its contemporary self-governance and cultural preservation efforts in Oklahoma.
-
E.
Shawnee Nation
The Shawnee Nation is a Native American tribe historically located in the Ohio Valley region, known for its resistance to U.S. expansion and for prominent leaders such as Tecumseh.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b055edfd948190ad7433002efa3e53 |
completed | March 10, 2026, 5:33 p.m. |
Created at: March 6, 2026, 10:03 p.m.