Triple
T17056827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newton, Iowa |
E413842
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object |
Newton Community School District
Newton Community School District is the public school system serving students in and around the city of Newton in central Iowa.
|
E1247869
|
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: Newton Community School District | Statement: [Newton, Iowa, hasPublicSchoolDistrict, Newton Community School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newton Community School District Context triple: [Newton, Iowa, hasPublicSchoolDistrict, Newton Community School District]
-
A.
Central Community School District
Central Community School District is a public school district serving students in and around Elkader, Iowa.
-
B.
Union Community School District
Union Community School District is a public school district serving La Porte City and surrounding communities in Iowa, providing K–12 education.
-
C.
Atlantic Community School District
Atlantic Community School District is a public school district that serves students in and around the city of Atlantic in southwestern Iowa.
-
D.
Greenfield Union School District
Greenfield Union School District is a public school district serving students in the city of Greenfield in Monterey County, California.
-
E.
Solon Community School District
Solon Community School District is a public school district serving students in and around the city of Solon in eastern Iowa.
- 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: Newton Community School District Triple: [Newton, Iowa, hasPublicSchoolDistrict, Newton Community School District]
Generated description
Newton Community School District is the public school system serving students in and around the city of Newton in central Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Newton Community School District Target entity description: Newton Community School District is the public school system serving students in and around the city of Newton in central Iowa.
-
A.
Central Community School District
Central Community School District is a public school district serving students in and around Elkader, Iowa.
-
B.
Union Community School District
Union Community School District is a public school district serving La Porte City and surrounding communities in Iowa, providing K–12 education.
-
C.
Atlantic Community School District
Atlantic Community School District is a public school district that serves students in and around the city of Atlantic in southwestern Iowa.
-
D.
Greenfield Union School District
Greenfield Union School District is a public school district serving students in the city of Greenfield in Monterey County, California.
-
E.
Solon Community School District
Solon Community School District is a public school district serving students in and around the city of Solon in eastern Iowa.
- 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_69d886cde3d481908d4d01ba88ba7eb7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3db7a96288190bd985f79c3f55623 |
completed | April 18, 2026, 7:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012346bcfc819093cd922baa94e186 |
completed | May 11, 2026, 12:31 a.m. |
| NEDg | Description generation | batch_6a0125420bd08190b969849a206a67d1 |
completed | May 11, 2026, 12:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0125c7c4f48190b570dabd341b1ef1 |
completed | May 11, 2026, 12:41 a.m. |
Created at: April 10, 2026, 5:34 a.m.