Triple

T14714724
Position Surface form Disambiguated ID Type / Status
Subject Natchitoches Parish E345647 entity
Predicate namedAfter P63 FINISHED
Object Natchitoches (Native American people)
The Natchitoches are a Native American people of the Caddoan linguistic family who traditionally lived along the Red River in what is now northwestern Louisiana.
E1116477 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: Natchitoches (Native American people) | Statement: [Natchitoches Parish, namedAfter, Natchitoches (Native American people)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Natchitoches (Native American people)
Context triple: [Natchitoches Parish, namedAfter, Natchitoches (Native American people)]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Tawakoni people
    The Tawakoni people are a Native American tribe of the Southern Plains culturally and linguistically related to the Wichita, historically living in what is now Texas and Oklahoma.
  • E. 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.
  • 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: Natchitoches (Native American people)
Triple: [Natchitoches Parish, namedAfter, Natchitoches (Native American people)]
Generated description
The Natchitoches are a Native American people of the Caddoan linguistic family who traditionally lived along the Red River in what is now northwestern Louisiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Natchitoches (Native American people)
Target entity description: The Natchitoches are a Native American people of the Caddoan linguistic family who traditionally lived along the Red River in what is now northwestern Louisiana.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Tawakoni people
    The Tawakoni people are a Native American tribe of the Southern Plains culturally and linguistically related to the Wichita, historically living in what is now Texas and Oklahoma.
  • E. 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.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb98513b081908b230f6ac79c72ad completed April 14, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf0913d6c8190886df4cd0a92aa80 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf3f89f088190ab745bddcc99a36c completed May 8, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_69fdf47f265c8190a5494dcc7baf00fa completed May 8, 2026, 2:34 p.m.
Created at: April 10, 2026, 1:29 a.m.