Triple
T2627635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andre Reed |
E59157
|
entity |
| Predicate | collegeAttended |
P5
|
FINISHED |
| Object | Kutztown University of Pennsylvania |
E203575
|
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: Kutztown University of Pennsylvania | Statement: [Andre Reed, collegeAttended, Kutztown University of Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kutztown University of Pennsylvania Context triple: [Andre Reed, collegeAttended, Kutztown University of Pennsylvania]
-
A.
Kutztown University of Pennsylvania
chosen
Kutztown University of Pennsylvania is a public university in Kutztown, Pennsylvania, known for its programs in education, visual and performing arts, and business.
-
B.
Bloomsburg University of Pennsylvania
Bloomsburg University of Pennsylvania is a public university in Bloomsburg, Pennsylvania, known for its comprehensive undergraduate and graduate programs and membership in the Pennsylvania State System of Higher Education.
-
C.
Wilkes University
Wilkes University is a private university known for its programs in fields such as engineering, pharmacy, and business, serving students in northeastern Pennsylvania.
-
D.
West Chester University of Pennsylvania
West Chester University of Pennsylvania is a public university and one of the largest institutions in the Pennsylvania State System of Higher Education, known for its programs in education, business, and the arts.
-
E.
York College of Pennsylvania
York College of Pennsylvania is a private four-year college known for its career-focused undergraduate and graduate programs in fields such as business, engineering, and the health sciences.
- 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_69ab4ac558388190962492cd2e1b0ce6 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd8b3f72c819085e88f1d74495593 |
completed | March 7, 2026, 7:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc027578c8190b830f550c45ceddc |
completed | March 10, 2026, 6:54 a.m. |
Created at: March 6, 2026, 9:50 p.m.