Triple

T14642527
Position Surface form Disambiguated ID Type / Status
Subject Neshoba County E343761 entity
Predicate hasTribalSchoolSystem P115183 FINISHED
Object Choctaw Tribal School System
The Choctaw Tribal School System is a federally recognized Native American school district operated by the Mississippi Band of Choctaw Indians, providing culturally focused K–12 education to tribal members in Mississippi.
E1112563 NE FINISHED

How this triple was built (5 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 Tribal School System | Statement: [Neshoba County, hasTribalSchoolSystem, Choctaw Tribal School System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Choctaw Tribal School System
Context triple: [Neshoba County, hasTribalSchoolSystem, Choctaw Tribal School System]
  • A. Cherokee Nation Education Services
    Cherokee Nation Education Services is the division of the Cherokee Nation responsible for administering and supporting educational programs, resources, and initiatives for Cherokee citizens and communities.
  • B. Cherokee Immersion Charter School
    Cherokee Immersion Charter School is a language-focused public charter school dedicated to revitalizing and preserving the Cherokee language by teaching students primarily through Cherokee in an immersive educational environment.
  • C. Cherokee Community School District
    Cherokee Community School District is a public school district that provides K–12 education to students in and around Cherokee, Iowa.
  • D. Meskwaki Settlement School
    Meskwaki Settlement School is a tribally operated K–12 school serving the Meskwaki Nation community in the Meskwaki Settlement in Iowa.
  • E. Cherokee Central Schools
    Cherokee Central Schools is a public school system serving students of the Eastern Band of Cherokee Indians in and around Cherokee, North Carolina.
  • 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: Choctaw Tribal School System
Triple: [Neshoba County, hasTribalSchoolSystem, Choctaw Tribal School System]
Generated description
The Choctaw Tribal School System is a federally recognized Native American school district operated by the Mississippi Band of Choctaw Indians, providing culturally focused K–12 education to tribal members in Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Choctaw Tribal School System
Target entity description: The Choctaw Tribal School System is a federally recognized Native American school district operated by the Mississippi Band of Choctaw Indians, providing culturally focused K–12 education to tribal members in Mississippi.
  • A. Cherokee Nation Education Services
    Cherokee Nation Education Services is the division of the Cherokee Nation responsible for administering and supporting educational programs, resources, and initiatives for Cherokee citizens and communities.
  • B. Cherokee Immersion Charter School
    Cherokee Immersion Charter School is a language-focused public charter school dedicated to revitalizing and preserving the Cherokee language by teaching students primarily through Cherokee in an immersive educational environment.
  • C. Cherokee Community School District
    Cherokee Community School District is a public school district that provides K–12 education to students in and around Cherokee, Iowa.
  • D. Meskwaki Settlement School
    Meskwaki Settlement School is a tribally operated K–12 school serving the Meskwaki Nation community in the Meskwaki Settlement in Iowa.
  • E. Cherokee Central Schools
    Cherokee Central Schools is a public school system serving students of the Eastern Band of Cherokee Indians in and around Cherokee, North Carolina.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTribalSchoolSystem
Context triple: [Neshoba County, hasTribalSchoolSystem, Choctaw Tribal School System]
  • A. hasRegionalSchool
    Indicates that an entity has an associated school that serves or operates within a specific geographic region.
  • B. hasPublicEducationSystem
    Indicates that a governing body or region maintains an organized, state-funded system of schools and educational institutions accessible to the general public.
  • C. federallyRecognizedTribe
    Indicates that the subject is officially acknowledged by the federal government as a Native American tribe with a recognized government-to-government relationship.
  • D. containsNativeAmericanTribe
    Indicates that one entity geographically or administratively includes the presence, territory, or jurisdiction of a Native American tribe.
  • E. hasSchoolIn
    Indicates that a school is located within or operates in a specified place or region.
  • F. None of above. chosen

Provenance (7 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4e80aa48190884bab800f357106 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5d404e881908d26e684702ae122 completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fdd9dbdf448190ad40ba07f586b4f6 completed May 8, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_69fdda3a7ea08190bc65641681da00cc completed May 8, 2026, 12:42 p.m.
PD Predicate disambiguation batch_69de657359c88190b082e3e9f86fc1d7 completed April 14, 2026, 4:04 p.m.
PDg Predicate description generation batch_69de716c17cc8190aeb85296abee85a7 completed April 14, 2026, 4:55 p.m.
Created at: April 10, 2026, 1:26 a.m.