Triple
T84692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Rapids, Michigan |
E1703
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Cornerstone University
Cornerstone University is a private Christian liberal arts university known for integrating faith-based education with a range of undergraduate and graduate programs.
|
E19761
|
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: Cornerstone University | Statement: [Grand Rapids, Michigan, hasUniversity, Cornerstone University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cornerstone University Context triple: [Grand Rapids, Michigan, hasUniversity, Cornerstone University]
-
A.
Calvin University
Calvin University is a private Christian liberal arts university located in Grand Rapids, Michigan, known for integrating faith and learning across a wide range of academic programs.
-
B.
Hope College
Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western Michigan.
-
C.
Benedictine University
Benedictine University is a private Catholic university known for its liberal arts and professional programs, located in the Chicago suburb of Lisle, Illinois.
-
D.
North Central College
North Central College is a private liberal arts college located in Naperville, Illinois, known for its strong undergraduate programs and historic campus.
-
E.
Wheaton College, Illinois
Wheaton College, Illinois is a private evangelical Christian liberal arts college known for its rigorous academics and strong religious emphasis, located in the city of Wheaton in the Chicago metropolitan area.
- 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: Cornerstone University Triple: [Grand Rapids, Michigan, hasUniversity, Cornerstone University]
Generated description
Cornerstone University is a private Christian liberal arts university known for integrating faith-based education with a range of undergraduate and graduate programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cornerstone University Target entity description: Cornerstone University is a private Christian liberal arts university known for integrating faith-based education with a range of undergraduate and graduate programs.
-
A.
Calvin University
Calvin University is a private Christian liberal arts university located in Grand Rapids, Michigan, known for integrating faith and learning across a wide range of academic programs.
-
B.
Hope College
Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western Michigan.
-
C.
Benedictine University
Benedictine University is a private Catholic university known for its liberal arts and professional programs, located in the Chicago suburb of Lisle, Illinois.
-
D.
North Central College
North Central College is a private liberal arts college located in Naperville, Illinois, known for its strong undergraduate programs and historic campus.
-
E.
Wheaton College, Illinois
Wheaton College, Illinois is a private evangelical Christian liberal arts college known for its rigorous academics and strong religious emphasis, located in the city of Wheaton in the Chicago metropolitan area.
- 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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4e73c081908d2da146226ef05e |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2d4c666c481908d07d0e4912af055 |
completed | Feb. 28, 2026, 11:43 a.m. |
| NEDg | Description generation | batch_69a2d54e6dc88190a2767a1722172923 |
completed | Feb. 28, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2d5afeb2c81909ca97f07856d2987 |
completed | Feb. 28, 2026, 11:46 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.