Triple
T17854831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marion, Arkansas |
E445903
|
entity |
| Predicate | publicSchoolDistrict |
P226
|
FINISHED |
| Object |
Marion School District
Marion School District is a public school system serving students in and around the city of Marion in eastern Arkansas.
|
E1291872
|
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: Marion School District | Statement: [Marion, Arkansas, publicSchoolDistrict, Marion School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marion School District Context triple: [Marion, Arkansas, publicSchoolDistrict, Marion School District]
-
A.
Marion Community Schools
Marion Community Schools is the public school district serving students in the city of Marion, Indiana.
-
B.
Marion City School District
Marion City School District is the public school system serving students in the city of Marion, Ohio.
-
C.
Marion County Public Schools
Marion County Public Schools is the school district that operates public schools serving students in Marion County, Florida.
-
D.
Marion County Public Schools
Marion County Public Schools is the public school district responsible for providing K–12 education to students in Marion County, Kentucky.
-
E.
Marion County School District
Marion County School District is a public school district in Marion County, West Virginia, responsible for overseeing and operating the county’s public schools.
- 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: Marion School District Triple: [Marion, Arkansas, publicSchoolDistrict, Marion School District]
Generated description
Marion School District is a public school system serving students in and around the city of Marion in eastern Arkansas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marion School District Target entity description: Marion School District is a public school system serving students in and around the city of Marion in eastern Arkansas.
-
A.
Marion Community Schools
Marion Community Schools is the public school district serving students in the city of Marion, Indiana.
-
B.
Marion City School District
Marion City School District is the public school system serving students in the city of Marion, Ohio.
-
C.
Marion County Public Schools
Marion County Public Schools is the public school district responsible for providing K–12 education to students in Marion County, Kentucky.
-
D.
Marion County Public Schools
Marion County Public Schools is the school district that operates public schools serving students in Marion County, Florida.
-
E.
Marion County School District
Marion County School District is a public school district in Marion County, West Virginia, responsible for overseeing and operating the county’s public schools.
- 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_69d8b9f26f18819089c9e43250bee6ae |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4978af9b0819091780281344f5352 |
completed | April 19, 2026, 8:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a030c5ffcbc819086aec86f37c9c81c |
completed | May 12, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a030d1204cc81908ceb5e5e1d203781 |
completed | May 12, 2026, 11:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a030d7916b48190a74cd5ebda25c0f3 |
completed | May 12, 2026, 11:22 a.m. |
Created at: April 10, 2026, 10:17 a.m.