Triple
T2450940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livonia, Michigan |
E53701
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Schoolcraft College
Schoolcraft College is a public community college in Livonia, Michigan, offering a range of associate degrees, certificates, and workforce training programs.
|
E274814
|
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: Schoolcraft College | Statement: [Livonia, Michigan, hasHigherEducationInstitution, Schoolcraft College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schoolcraft College Context triple: [Livonia, Michigan, hasHigherEducationInstitution, Schoolcraft College]
-
A.
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.
-
B.
Kalamazoo College
Kalamazoo College is a private liberal arts college in Kalamazoo, Michigan, known for its rigorous academics and strong study abroad and experiential learning programs.
-
C.
Battle Creek College
Battle Creek College was a Seventh-day Adventist institution of higher education in Battle Creek, Michigan, known for training teachers, ministers, and health professionals in the late 19th and early 20th centuries.
-
D.
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.
-
E.
Washtenaw Community College
Washtenaw Community College is a public two-year college in Ann Arbor, Michigan, offering a wide range of associate degrees, certificates, and workforce training programs.
- 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: Schoolcraft College Triple: [Livonia, Michigan, hasHigherEducationInstitution, Schoolcraft College]
Generated description
Schoolcraft College is a public community college in Livonia, Michigan, offering a range of associate degrees, certificates, and workforce training programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schoolcraft College Target entity description: Schoolcraft College is a public community college in Livonia, Michigan, offering a range of associate degrees, certificates, and workforce training programs.
-
A.
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.
-
B.
Kalamazoo College
Kalamazoo College is a private liberal arts college in Kalamazoo, Michigan, known for its rigorous academics and strong study abroad and experiential learning programs.
-
C.
Battle Creek College
Battle Creek College was a Seventh-day Adventist institution of higher education in Battle Creek, Michigan, known for training teachers, ministers, and health professionals in the late 19th and early 20th centuries.
-
D.
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.
-
E.
Washtenaw Community College
Washtenaw Community College is a public two-year college in Ann Arbor, Michigan, offering a wide range of associate degrees, certificates, and workforce training programs.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0f402b48190b871b2475983af7e |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2b77207481909037a6ab4b420168 |
completed | March 9, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69af4ee011fc8190baa1b0b6360f26e2 |
completed | March 9, 2026, 10:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af4f4d447c8190aa1a3b113addaf97 |
completed | March 9, 2026, 10:53 p.m. |
Created at: March 6, 2026, 9:43 p.m.