Triple
T5198808
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kingsland, Arkansas |
E117341
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Cleveland County School District
Cleveland County School District is a public school district in Arkansas that provides K–12 education to students in and around the community of Kingsland.
|
E501482
|
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: Cleveland County School District | Statement: [Kingsland, Arkansas, hasSchoolDistrict, Cleveland County School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cleveland County School District Context triple: [Kingsland, Arkansas, hasSchoolDistrict, Cleveland County School District]
-
A.
Madison County School District
Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
-
B.
Washington County School District
Washington County School District is the public education system responsible for operating and overseeing the K–12 schools in Washington County, Florida.
-
C.
Blount County School District
Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
-
D.
Columbia County School District
Columbia County School District is the public education system serving students in Columbia County, Georgia, operating the county’s network of elementary, middle, and high schools.
-
E.
Columbia County School District
Columbia County School District is the public school system that oversees and operates schools throughout Columbia County, Florida.
- 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: Cleveland County School District Triple: [Kingsland, Arkansas, hasSchoolDistrict, Cleveland County School District]
Generated description
Cleveland County School District is a public school district in Arkansas that provides K–12 education to students in and around the community of Kingsland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cleveland County School District Target entity description: Cleveland County School District is a public school district in Arkansas that provides K–12 education to students in and around the community of Kingsland.
-
A.
Madison County School District
Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
-
B.
Washington County School District
Washington County School District is the public education system responsible for operating and overseeing the K–12 schools in Washington County, Florida.
-
C.
Blount County School District
Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
-
D.
Columbia County School District
Columbia County School District is the public education system serving students in Columbia County, Georgia, operating the county’s network of elementary, middle, and high schools.
-
E.
Columbia County School District
Columbia County School District is the public school system that oversees and operates schools throughout Columbia County, Florida.
- 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_69bd4462ed04819084fcb01eb9d2fa74 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a1f154481908be5d3c9cbbef92a |
completed | March 20, 2026, 4:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee0a115048190b7f02b5449c444d7 |
completed | March 21, 2026, 6:17 p.m. |
| NEDg | Description generation | batch_69bee67ecec08190aa3e2ae7bf1eef9b |
completed | March 21, 2026, 6:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee6ea68888190a88f6d3208ebcfba |
completed | March 21, 2026, 6:43 p.m. |
Created at: March 20, 2026, 1:47 p.m.