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.