Triple
T2528708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birmingham, Alabama |
E56101
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Birmingham-Southern College |
E113361
|
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: Birmingham-Southern College | Statement: [Birmingham, Alabama, hasUniversity, Birmingham-Southern College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham-Southern College Context triple: [Birmingham, Alabama, hasUniversity, Birmingham-Southern College]
-
A.
Birmingham-Southern College
chosen
Birmingham-Southern College is a private liberal arts college located in Birmingham, Alabama, known for its rigorous academics and small, residential campus environment.
-
B.
Bryan College
Bryan College is a private Christian liberal arts college known for its faith-based education and small-campus setting in the United States.
-
C.
Stillman College
Stillman College is a private, historically Black liberal arts college located in Tuscaloosa, Alabama.
-
D.
Berea College
Berea College is a private liberal arts work college in Berea, Kentucky, known for offering tuition-free education to students, particularly from Appalachia and low-income backgrounds.
-
E.
Samford University
Samford University is a private Christian university known for its strong liberal arts and professional programs, located in the Birmingham suburb of Homewood, Alabama.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd25903f08190b46e12d32278daca |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af655441b0819088b86498520ee3b4 |
completed | March 10, 2026, 12:27 a.m. |
Created at: March 6, 2026, 9:46 p.m.