Triple
T17253229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshalltown |
E418810
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Marshalltown Community College
Marshalltown Community College is a public two-year institution in Marshalltown, Iowa, offering associate degrees, technical programs, and transfer pathways to four-year universities.
|
E1259111
|
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 College | Statement: [Marshalltown, hasEducationalInstitution, Marshalltown Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshalltown Community College Context triple: [Marshalltown, hasEducationalInstitution, Marshalltown Community College]
-
A.
Muscatine Community College
Muscatine Community College is a public two-year college in Muscatine, Iowa, offering associate degrees, technical programs, and transfer pathways to four-year institutions.
-
B.
Iowa Central Community College
Iowa Central Community College is a public community college based in Fort Dodge, Iowa, offering a range of academic, technical, and transfer programs to students in the region.
-
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.
McCook Community College
McCook Community College is a public two-year institution in McCook, Nebraska, offering associate degrees, technical programs, and workforce training for local and regional students.
-
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: Marshalltown Community College Triple: [Marshalltown, hasEducationalInstitution, Marshalltown Community College]
Generated description
Marshalltown Community College is a public two-year institution in Marshalltown, Iowa, offering associate degrees, technical programs, and transfer pathways to four-year universities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshalltown Community College Target entity description: Marshalltown Community College is a public two-year institution in Marshalltown, Iowa, offering associate degrees, technical programs, and transfer pathways to four-year universities.
-
A.
Muscatine Community College
Muscatine Community College is a public two-year college in Muscatine, Iowa, offering associate degrees, technical programs, and transfer pathways to four-year institutions.
-
B.
Iowa Central Community College
Iowa Central Community College is a public community college based in Fort Dodge, Iowa, offering a range of academic, technical, and transfer programs to students in the region.
-
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.
McCook Community College
McCook Community College is a public two-year institution in McCook, Nebraska, offering associate degrees, technical programs, and workforce training for local and regional students.
-
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_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. |
| NEDg | Description generation | batch_6a017258cb9c8190baa828104d30fdbf |
completed | May 11, 2026, 6:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017620d2d8819099292be7bc4db4df |
completed | May 11, 2026, 6:24 a.m. |
Created at: April 10, 2026, 5:39 a.m.