Triple
T16815023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall County, Iowa |
E408720
|
entity |
| Predicate | hasJurisdiction |
P285
|
FINISHED |
| Object |
Marshalltown Community School District
Marshalltown Community School District is a public school district that operates and oversees primary and secondary schools serving students in and around Marshalltown, Iowa.
|
E1234942
|
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: Marshalltown Community School District | Statement: [Marshall County, Iowa, hasJurisdiction, Marshalltown Community School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshalltown Community School District Context triple: [Marshall County, Iowa, hasJurisdiction, Marshalltown Community School District]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Maquoketa Valley Community School District
Maquoketa Valley Community School District is a rural public school district in eastern Iowa that serves students from several small communities in and around Delaware County.
-
E.
Iowa City Community School District
Iowa City Community School District is a public school district serving students in and around Iowa City, Iowa, operating multiple elementary, junior high, and high 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: Marshalltown Community School District Triple: [Marshall County, Iowa, hasJurisdiction, Marshalltown Community School District]
Generated description
Marshalltown Community School District is a public school district that operates and oversees primary and secondary schools serving students in and around Marshalltown, Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshalltown Community School District Target entity description: Marshalltown Community School District is a public school district that operates and oversees primary and secondary schools serving students in and around Marshalltown, Iowa.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Maquoketa Valley Community School District
Maquoketa Valley Community School District is a rural public school district in eastern Iowa that serves students from several small communities in and around Delaware County.
-
E.
Iowa City Community School District
Iowa City Community School District is a public school district serving students in and around Iowa City, Iowa, operating multiple elementary, junior high, and high 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e0e05081908bd5eaa64abe133d |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b2946ddc81908b1e7c662dc943ff |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b3aafac08190b3e0181780f45392 |
completed | May 10, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b466ecd08190b7b5ee54476631ab |
completed | May 10, 2026, 4:37 p.m. |
Created at: April 10, 2026, 5:23 a.m.