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.