Triple
T11842566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien Springs, Michigan, United States |
E281688
|
entity |
| Predicate | hasNearbyInstitution |
P6776
|
FINISHED |
| Object | Andrews University |
E783413
|
NE FINISHED |
How this triple was built (2 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: Andrews University | Statement: [Berrien Springs, Michigan, United States, hasNearbyInstitution, Andrews University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrews University Context triple: [Berrien Springs, Michigan, United States, hasNearbyInstitution, Andrews University]
-
A.
Andrews University
chosen
Andrews University is a private Seventh-day Adventist institution of higher education in Berrien Springs, Michigan, known for its global student body and comprehensive undergraduate and graduate programs.
-
B.
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.
-
C.
Biola University
Biola University is a private Christian university recognized for its strong emphasis on biblical integration across academic disciplines and its location in Southern California.
-
D.
Spring Arbor Seminary
Spring Arbor Seminary was the original name of what is now Spring Arbor University, a Christian higher education institution in Michigan.
-
E.
Hope College
Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western Michigan.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a65a597c8190b09f57463b279afc |
completed | April 10, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f1679729c08190a9f6750586f90d8d |
completed | April 29, 2026, 2:06 a.m. |
Created at: April 8, 2026, 9:43 p.m.