Triple
T17253230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshalltown |
E418810
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object | Marshalltown Community School District |
E1234942
|
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: Marshalltown Community School District | Statement: [Marshalltown, hasEducationalInstitution, Marshalltown Community School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshalltown Community School District Context triple: [Marshalltown, hasEducationalInstitution, Marshalltown Community School District]
-
A.
Marshalltown Community School District
chosen
Marshalltown Community School District is a public school district that operates and oversees primary and secondary schools serving students in and around Marshalltown, Iowa.
-
B.
Mason City Community School District
Mason City Community School District is the public school system serving students in and around Mason City, Iowa, operating multiple elementary, middle, and high schools.
-
C.
Muscatine Community School District
Muscatine Community School District is a public school district that serves students in the Muscatine, Iowa area, providing K–12 education through multiple schools and programs.
-
D.
Iowa Falls Community School District
Iowa Falls Community School District is a public school district that provides K–12 education to students in and around the city of Iowa Falls, Iowa.
-
E.
Oskaloosa Community School District
Oskaloosa Community School District is a public school district serving students in and around the city of Oskaloosa in southeastern Iowa.
- 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42e6a1b648190a8bb2deb67bbdfdc |
completed | April 19, 2026, 1:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0170fb89248190ae431ce51dfeaffd |
completed | May 11, 2026, 6:02 a.m. |
Created at: April 10, 2026, 5:39 a.m.