Triple
T4488470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ouachita River |
E107306
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Ouachita people
The Ouachita people were a Native American tribe historically living along the lower Ouachita River in what is now Arkansas and Louisiana, known for their riverine culture and eventual displacement during European-American expansion.
|
E446622
|
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: Ouachita people | Statement: [Ouachita River, namedAfter, Ouachita people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ouachita people Context triple: [Ouachita River, namedAfter, Ouachita people]
-
A.
Natchez people
The Natchez people are a Native American nation historically known for their complex chiefdom, mound-building culture, and distinctive social hierarchy in the lower Mississippi Valley.
-
B.
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.
-
C.
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.
-
D.
Biloxi people
The Biloxi people are a Native American tribe originally from the Gulf Coast region, particularly present-day Mississippi and Louisiana, known for their Siouan language and later relocation to areas such as Oklahoma and Texas.
-
E.
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).
- 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: Ouachita people Triple: [Ouachita River, namedAfter, Ouachita people]
Generated description
The Ouachita people were a Native American tribe historically living along the lower Ouachita River in what is now Arkansas and Louisiana, known for their riverine culture and eventual displacement during European-American expansion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ouachita people Target entity description: The Ouachita people were a Native American tribe historically living along the lower Ouachita River in what is now Arkansas and Louisiana, known for their riverine culture and eventual displacement during European-American expansion.
-
A.
Natchez people
The Natchez people are a Native American nation historically known for their complex chiefdom, mound-building culture, and distinctive social hierarchy in the lower Mississippi Valley.
-
B.
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.
-
C.
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.
-
D.
Biloxi people
The Biloxi people are a Native American tribe originally from the Gulf Coast region, particularly present-day Mississippi and Louisiana, known for their Siouan language and later relocation to areas such as Oklahoma and Texas.
-
E.
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).
- 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_69bd43f84f788190a1383579c4a595be |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd52ad36748190b791de458f2116b2 |
completed | March 20, 2026, 1:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd67a31d0c819089954c8af4b1bdd6 |
completed | March 20, 2026, 3:28 p.m. |
| NEDg | Description generation | batch_69bd69faac508190863892c9bbdb20b3 |
completed | March 20, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd6a64c64881909acf1171be426fe4 |
completed | March 20, 2026, 3:40 p.m. |
Created at: March 20, 2026, 12:59 p.m.