Triple
T3922272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Polk County, Iowa |
E93187
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Johnston Community School District
Johnston Community School District is a public school district serving students in and around the city of Johnston in the Des Moines metropolitan area of central Iowa.
|
E400211
|
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: Johnston Community School District | Statement: [Polk County, Iowa, hasEducationalInstitution, Johnston Community School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johnston Community School District Context triple: [Polk County, Iowa, hasEducationalInstitution, Johnston Community 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.
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.
-
C.
Highland Community School District
Highland Community School District is a public school district serving students in and around rural communities in Washington County, Iowa.
-
D.
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.
-
E.
Meade County Schools
Meade County Schools is the public school district serving students in Meade County, Kentucky.
- 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: Johnston Community School District Triple: [Polk County, Iowa, hasEducationalInstitution, Johnston Community School District]
Generated description
Johnston Community School District is a public school district serving students in and around the city of Johnston in the Des Moines metropolitan area of central Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johnston Community School District Target entity description: Johnston Community School District is a public school district serving students in and around the city of Johnston in the Des Moines metropolitan area of central Iowa.
-
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.
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.
-
C.
Highland Community School District
Highland Community School District is a public school district serving students in and around rural communities in Washington County, Iowa.
-
D.
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.
-
E.
Meade County Schools
Meade County Schools is the public school district serving students in Meade County, Kentucky.
- 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_69aed96bfa1081908f7b30f2c647dee6 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeed7a553c81909b65f8287293ecac |
completed | March 9, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b52870268881908463e30c11cda797 |
completed | March 14, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69b52c3d0c0481909e869cf88e3f8a9d |
completed | March 14, 2026, 9:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52cb30f5c819095ac6e101a14b880 |
completed | March 14, 2026, 9:38 a.m. |
Created at: March 9, 2026, 3:22 p.m.