Triple
T553774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Petoskey, Michigan |
E11897
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
North Central Michigan College
North Central Michigan College is a public community college serving Petoskey and the surrounding northern Michigan region with two-year degree and certificate programs.
|
E69379
|
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: North Central Michigan College | Statement: [Petoskey, Michigan, hasEducationalInstitution, North Central Michigan College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Central Michigan College Context triple: [Petoskey, Michigan, hasEducationalInstitution, North Central Michigan College]
-
A.
Northwestern Michigan College
Northwestern Michigan College is a community college in Traverse City, Michigan, known for its associate degree programs, maritime and aviation training, and partnerships with four-year universities.
-
B.
Muskegon Community College
Muskegon Community College is a public two-year college offering associate degrees, certificates, and transfer programs to students in the Muskegon, Michigan area.
-
C.
Mott Community College
Mott Community College is a public community college in Flint, Michigan, offering a range of associate degrees, certificates, and workforce training programs.
-
D.
Northern Michigan University
Northern Michigan University is a public university located in Marquette, Michigan, known for its programs in fields such as education, health sciences, and technology, and for serving as a major educational and cultural hub in Michigan’s Upper Peninsula.
-
E.
Baker College of Muskegon
Baker College of Muskegon is a private, career-focused college campus of the Baker College system located in Muskegon, Michigan.
- 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: North Central Michigan College Triple: [Petoskey, Michigan, hasEducationalInstitution, North Central Michigan College]
Generated description
North Central Michigan College is a public community college serving Petoskey and the surrounding northern Michigan region with two-year degree and certificate programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Central Michigan College Target entity description: North Central Michigan College is a public community college serving Petoskey and the surrounding northern Michigan region with two-year degree and certificate programs.
-
A.
Northwestern Michigan College
Northwestern Michigan College is a community college in Traverse City, Michigan, known for its associate degree programs, maritime and aviation training, and partnerships with four-year universities.
-
B.
Muskegon Community College
Muskegon Community College is a public two-year college offering associate degrees, certificates, and transfer programs to students in the Muskegon, Michigan area.
-
C.
Mott Community College
Mott Community College is a public community college in Flint, Michigan, offering a range of associate degrees, certificates, and workforce training programs.
-
D.
Northern Michigan University
Northern Michigan University is a public university located in Marquette, Michigan, known for its programs in fields such as education, health sciences, and technology, and for serving as a major educational and cultural hub in Michigan’s Upper Peninsula.
-
E.
Baker College of Muskegon
Baker College of Muskegon is a private, career-focused college campus of the Baker College system located in Muskegon, Michigan.
- 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4991c524481908b2bb88c4feabec6 |
completed | March 1, 2026, 7:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e3f90058819081167bac387f8023 |
completed | March 2, 2026, 1:12 a.m. |
| NEDg | Description generation | batch_69a4e497da648190b9e07fe94488be0d |
completed | March 2, 2026, 1:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e525eb18819083018d392ba4b2fa |
completed | March 2, 2026, 1:17 a.m. |
Created at: March 1, 2026, 7:32 p.m.