Triple
T13332553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Estherville, Iowa |
E317607
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Iowa Lakes Community College Estherville campus
Iowa Lakes Community College Estherville campus is a regional two-year public college campus in Estherville, Iowa, offering associate degrees, technical programs, and workforce training.
|
E1037100
|
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: Iowa Lakes Community College Estherville campus | Statement: [Estherville, Iowa, hasHigherEducationInstitution, Iowa Lakes Community College Estherville campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa Lakes Community College Estherville campus Context triple: [Estherville, Iowa, hasHigherEducationInstitution, Iowa Lakes Community College Estherville campus]
-
A.
Iowa Central Community College Storm Lake Center
Iowa Central Community College Storm Lake Center is a satellite campus of Iowa Central Community College that provides community college courses and workforce training to students in the Storm Lake, Iowa area.
-
B.
Northeast Iowa Community College
Northeast Iowa Community College is a public community college serving the northeast region of Iowa with a range of academic, technical, and workforce training programs.
-
C.
Des Moines Area Community College
Des Moines Area Community College is a large public community college in central Iowa offering a wide range of academic, technical, and transfer programs across multiple campuses.
-
D.
Des Moines Area Community College West Campus
Des Moines Area Community College West Campus is a branch of the Des Moines Area Community College system located in West Des Moines, Iowa, offering a range of two-year degree and certificate programs.
-
E.
Iowa Western Community College
Iowa Western Community College is a public community college in western Iowa offering two-year degrees and vocational programs serving the greater Omaha–Council Bluffs region.
- 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: Iowa Lakes Community College Estherville campus Triple: [Estherville, Iowa, hasHigherEducationInstitution, Iowa Lakes Community College Estherville campus]
Generated description
Iowa Lakes Community College Estherville campus is a regional two-year public college campus in Estherville, Iowa, offering associate degrees, technical programs, and workforce training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iowa Lakes Community College Estherville campus Target entity description: Iowa Lakes Community College Estherville campus is a regional two-year public college campus in Estherville, Iowa, offering associate degrees, technical programs, and workforce training.
-
A.
Iowa Central Community College Storm Lake Center
Iowa Central Community College Storm Lake Center is a satellite campus of Iowa Central Community College that provides community college courses and workforce training to students in the Storm Lake, Iowa area.
-
B.
Northeast Iowa Community College
Northeast Iowa Community College is a public community college serving the northeast region of Iowa with a range of academic, technical, and workforce training programs.
-
C.
Des Moines Area Community College
Des Moines Area Community College is a large public community college in central Iowa offering a wide range of academic, technical, and transfer programs across multiple campuses.
-
D.
Des Moines Area Community College West Campus
Des Moines Area Community College West Campus is a branch of the Des Moines Area Community College system located in West Des Moines, Iowa, offering a range of two-year degree and certificate programs.
-
E.
Iowa Western Community College
Iowa Western Community College is a public community college in western Iowa offering two-year degrees and vocational programs serving the greater Omaha–Council Bluffs region.
- 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_69d806b4d62c81908d4ced1665414be5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9992fffa0819086610ae3bed2e2f9 |
completed | April 11, 2026, 12:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7266f70088190a518e273af507361 |
completed | May 3, 2026, 10:41 a.m. |
| NEDg | Description generation | batch_69f7272115f4819092e4fa0fd7f130b5 |
completed | May 3, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f72992483c8190873ba7050ad9e6fa |
completed | May 3, 2026, 10:55 a.m. |
Created at: April 9, 2026, 9:30 p.m.