Triple
T10853823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cascade, Iowa |
E256218
|
entity |
| Predicate | servedBySchoolDistrict |
P226
|
FINISHED |
| Object |
Cascade Community School District
Cascade Community School District is a public school district that provides primary and secondary education to students in and around Cascade, Iowa.
|
E889810
|
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: Cascade Community School District | Statement: [Cascade, Iowa, servedBySchoolDistrict, Cascade Community School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cascade Community School District Context triple: [Cascade, Iowa, servedBySchoolDistrict, Cascade Community School District]
-
A.
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.
-
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.
Taylor School District
Taylor School District is a public school district based in Taylor, Michigan, that provides K–12 education to students in Taylor and parts of nearby communities such as Inkster.
-
D.
Clinton School District
Clinton School District is a public school district serving students in and around the city of Clinton in Henry County, Missouri.
-
E.
CAM Community School District
CAM Community School District is a rural public school district in Iowa serving the communities around Anita and nearby areas.
- 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: Cascade Community School District Triple: [Cascade, Iowa, servedBySchoolDistrict, Cascade Community School District]
Generated description
Cascade Community School District is a public school district that provides primary and secondary education to students in and around Cascade, Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cascade Community School District Target entity description: Cascade Community School District is a public school district that provides primary and secondary education to students in and around Cascade, Iowa.
-
A.
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.
-
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.
Taylor School District
Taylor School District is a public school district based in Taylor, Michigan, that provides K–12 education to students in Taylor and parts of nearby communities such as Inkster.
-
D.
Clinton School District
Clinton School District is a public school district serving students in and around the city of Clinton in Henry County, Missouri.
-
E.
CAM Community School District
CAM Community School District is a rural public school district in Iowa serving the communities around Anita and nearby areas.
- 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_69d6aa83d1448190a66d93c32394d21f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751351a0c8190b38c14888c5e4275 |
completed | April 9, 2026, 7:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69deb18a48248190999f95abc979fa74 |
completed | April 14, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69ded06ea3c08190a9a9fc5fde2fd62d |
completed | April 14, 2026, 11:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ded43b8ca48190b49f6edf2f46870f |
completed | April 14, 2026, 11:56 p.m. |
Created at: April 8, 2026, 9:20 p.m.