Triple
T7444540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orient, Iowa |
E171839
|
entity |
| Predicate | hasLocalSchoolDistrict |
P226
|
FINISHED |
| Object | Orient-Macksburg Community School District |
E171842
|
NE FINISHED |
How this triple was built (2 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: Orient-Macksburg Community School District | Statement: [Orient, Iowa, hasLocalSchoolDistrict, Orient-Macksburg Community School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orient-Macksburg Community School District Context triple: [Orient, Iowa, hasLocalSchoolDistrict, Orient-Macksburg Community School District]
-
A.
Orient-Macksburg Community School District
chosen
Orient-Macksburg Community School District is a rural public school district serving the communities around Orient and Macksburg in southwestern Iowa.
-
B.
Highland Community School District
Highland Community School District is a public school district serving students in and around rural communities in Washington County, Iowa.
-
C.
Durant Community School District
Durant Community School District is a public school district serving the educational needs of students in and around the city of Durant in eastern Iowa.
-
D.
Martensdale-St Marys Community School District
Martensdale-St Marys Community School District is a rural public school district in Iowa that serves the educational needs of students in and around the communities of Martensdale and St. Marys.
-
E.
Harlan Community School District
Harlan Community School District is a public school district in western Iowa that provides K–12 education to students in Harlan and several surrounding communities, including Portsmouth.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68a65402881908f7869368eb746fb |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f36e9a588190b54b8bae181fc971 |
completed | March 27, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c827a1bdf48190a0bf217044fb05f8 |
completed | March 28, 2026, 7:10 p.m. |
Created at: March 27, 2026, 3:14 p.m.