Triple
T8564207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison Heights, Michigan |
E202763
|
entity |
| Predicate | hasCommunityCollegeServiceArea |
P26530
|
FINISHED |
| Object |
Oakland Community College
Oakland Community College is a large public community college system in Oakland County, Michigan, offering a wide range of associate degrees, certificates, and workforce training programs across multiple campuses.
|
E274681
|
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: Oakland Community College | Statement: [Madison Heights, Michigan, hasCommunityCollegeServiceArea, Oakland Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakland Community College Context triple: [Madison Heights, Michigan, hasCommunityCollegeServiceArea, Oakland Community College]
-
A.
Oakland City College
Oakland City College is a higher education institution in Oakland City, Indiana, known for its liberal arts and teacher education programs.
-
B.
Oakland City College
Oakland City College was the original name of what is now Laney College, a public community college in Oakland, California.
-
C.
Oakland Community College Southfield Campus
Oakland Community College Southfield Campus is a suburban campus of Oakland Community College that offers a range of two-year degree and certificate programs serving students in and around Southfield, Michigan.
-
D.
Owens Community College
Owens Community College is a public community college in Ohio offering a wide range of associate degrees, certificates, and workforce training programs.
-
E.
Kellogg Community College
Kellogg Community College is a public community college in Michigan known for offering associate degrees, certificates, and workforce training programs to students in the Battle Creek area and surrounding communities.
- 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: Oakland Community College Triple: [Madison Heights, Michigan, hasCommunityCollegeServiceArea, Oakland Community College]
Generated description
Oakland Community College is a large public community college system in Oakland County, Michigan, offering a wide range of associate degrees, certificates, and workforce training programs across multiple campuses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oakland Community College Target entity description: Oakland Community College is a large public community college system in Oakland County, Michigan, offering a wide range of associate degrees, certificates, and workforce training programs across multiple campuses.
-
A.
Oakland City College
Oakland City College is a higher education institution in Oakland City, Indiana, known for its liberal arts and teacher education programs.
-
B.
Oakland City College
Oakland City College was the original name of what is now Laney College, a public community college in Oakland, California.
-
C.
Oakland Community College Southfield Campus
chosen
Oakland Community College Southfield Campus is a suburban campus of Oakland Community College that offers a range of two-year degree and certificate programs serving students in and around Southfield, Michigan.
-
D.
Owens Community College
Owens Community College is a public community college in Ohio offering a wide range of associate degrees, certificates, and workforce training programs.
-
E.
Kellogg Community College
Kellogg Community College is a public community college in Michigan known for offering associate degrees, certificates, and workforce training programs to students in the Battle Creek area and surrounding communities.
- F. None of above.
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_69ca8326e6c881908ff720d6abaebdc5 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe9d11274819099cc33a21a993a1f |
completed | March 31, 2026, 3:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce895f91bc819099b1b2df59374403 |
completed | April 2, 2026, 3:21 p.m. |
| NEDg | Description generation | batch_69ce8cc19b8c81909c89e771fdb7b043 |
completed | April 2, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8d595d80819093a1b849bcb3c7c7 |
completed | April 2, 2026, 3:38 p.m. |
Created at: March 30, 2026, 6:20 p.m.