Triple
T13434011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spirit Lake, Iowa |
E320182
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Spirit Lake Community School District
Spirit Lake Community School District is a public school district in Spirit Lake, Iowa, that provides K–12 education to students in the Spirit Lake area.
|
E1040725
|
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: Spirit Lake Community School District | Statement: [Spirit Lake, Iowa, isPartOf, Spirit Lake Community School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spirit Lake Community School District Context triple: [Spirit Lake, Iowa, isPartOf, Spirit Lake Community School District]
-
A.
Storm Lake Community School District
Storm Lake Community School District is a public school district that provides K–12 education to students in and around Storm Lake, Iowa.
-
B.
Harris-Lake Park Community School District
Harris-Lake Park Community School District is a rural public school district in northwest Iowa serving students from the communities around Harris and Lake Park.
-
C.
Linn-Mar Community School District
Linn-Mar Community School District is a public school district serving students in Marion and surrounding areas in eastern Iowa.
-
D.
Highland Community School District
Highland Community School District is a public school district serving students in and around rural communities in Washington County, Iowa.
-
E.
Howard-Winneshiek Community School District
Howard-Winneshiek Community School District is a public school district serving students in and around Howard County in northeastern 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: Spirit Lake Community School District Triple: [Spirit Lake, Iowa, isPartOf, Spirit Lake Community School District]
Generated description
Spirit Lake Community School District is a public school district in Spirit Lake, Iowa, that provides K–12 education to students in the Spirit Lake area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spirit Lake Community School District Target entity description: Spirit Lake Community School District is a public school district in Spirit Lake, Iowa, that provides K–12 education to students in the Spirit Lake area.
-
A.
Storm Lake Community School District
Storm Lake Community School District is a public school district that provides K–12 education to students in and around Storm Lake, Iowa.
-
B.
Harris-Lake Park Community School District
Harris-Lake Park Community School District is a rural public school district in northwest Iowa serving students from the communities around Harris and Lake Park.
-
C.
Linn-Mar Community School District
Linn-Mar Community School District is a public school district serving students in Marion and surrounding areas in eastern Iowa.
-
D.
Highland Community School District
Highland Community School District is a public school district serving students in and around rural communities in Washington County, Iowa.
-
E.
Howard-Winneshiek Community School District
Howard-Winneshiek Community School District is a public school district serving students in and around Howard County in northeastern 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_69d80761e6cc8190a90c844589998ecc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaee29fec81908b07b4fca2922242 |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7398da07081908c3eca6fc4213930 |
completed | May 3, 2026, 12:03 p.m. |
| NEDg | Description generation | batch_69f73b065818819095d26633fc682546 |
completed | May 3, 2026, 12:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f73b8635888190b31035bc72676b9d |
completed | May 3, 2026, 12:11 p.m. |
Created at: April 9, 2026, 9:40 p.m.