Triple
T123356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birmingham–Hoover metropolitan area |
E2492
|
entity |
| Predicate | containsUniversity |
P3445
|
FINISHED |
| Object | University of Alabama at Birmingham |
E2493
|
NE FINISHED |
How this triple was built (3 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: University of Alabama at Birmingham | Statement: [Birmingham–Hoover metropolitan area, containsUniversity, University of Alabama at Birmingham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Alabama at Birmingham Context triple: [Birmingham–Hoover metropolitan area, containsUniversity, University of Alabama at Birmingham]
-
A.
University of Alabama at Birmingham
chosen
The University of Alabama at Birmingham is a major public research university and academic medical center known for its strong health sciences programs and biomedical research.
-
B.
University of Alabama
The University of Alabama is a major public research university in Tuscaloosa, Alabama, known for its strong academic programs, influential alumni, and prominent role in Southern higher education and athletics.
-
C.
Vanderbilt University
Vanderbilt University is a private research university in Nashville, Tennessee, known for its strong academic programs, selective admissions, and membership in the Association of American Universities.
-
D.
Johns Hopkins University
Johns Hopkins University is a prestigious private research university in Baltimore, Maryland, renowned for its leadership in medical, public health, and scientific research.
-
E.
University of Miami
The University of Miami is a private research university in Coral Gables, Florida, known for its strong programs in marine science, medicine, law, and athletics.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsUniversity Context triple: [Birmingham–Hoover metropolitan area, containsUniversity, University of Alabama at Birmingham]
-
A.
hasPublicUniversityCampus
Indicates that a public university maintains or operates a campus at the specified location.
-
B.
hasMajorUniversity
Indicates that a location or region contains at least one prominent, large, or academically significant university.
-
C.
university
Indicates that an educational institution of higher learning is associated with or attended by a given entity.
-
D.
containsEducationalInstitution
chosen
Indicates that one entity geographically or administratively includes or encompasses an educational institution within its boundaries or structure.
-
E.
includesPublicUniversities
Indicates that the subject set or collection contains one or more public universities as members.
- F. None of above.
Provenance (4 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_69a251b54ea88190b18281669f59b4c0 |
completed | Feb. 28, 2026, 2:23 a.m. |
| NER | Named-entity recognition | batch_69a2573b4e7481909ee09d2899f8a74b |
completed | Feb. 28, 2026, 2:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a29e494ef08190b8c5b5f8d52251c8 |
completed | Feb. 28, 2026, 7:50 a.m. |
| PD | Predicate disambiguation | batch_69a2564928208190966a619680a0d6e2 |
completed | Feb. 28, 2026, 2:43 a.m. |
Created at: Feb. 28, 2026, 2:27 a.m.