Triple
T9638556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hazleton, Pennsylvania |
E232998
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object | Penn State Hazleton |
E689392
|
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: Penn State Hazleton | Statement: [Hazleton, Pennsylvania, hasEducationalInstitution, Penn State Hazleton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penn State Hazleton Context triple: [Hazleton, Pennsylvania, hasEducationalInstitution, Penn State Hazleton]
-
A.
Penn State Hazleton
chosen
Penn State Hazleton is a commonwealth campus of Pennsylvania State University located in Hazleton, Pennsylvania, offering a range of undergraduate programs and the option to start most Penn State degrees before transitioning to another campus.
-
B.
Penn State Lehigh Valley
Penn State Lehigh Valley is a commonwealth campus of Pennsylvania State University located in the Lehigh Valley region, offering undergraduate programs and community-focused educational services.
-
C.
Penn State Schuylkill
Penn State Schuylkill is a commonwealth campus of Pennsylvania State University located in Schuylkill County, offering a range of undergraduate programs in a smaller, close-knit college setting.
-
D.
Penn State Greater Allegheny
Penn State Greater Allegheny is a commonwealth campus of Pennsylvania State University located in McKeesport, Pennsylvania, offering a range of undergraduate programs and pathways to complete degrees across the Penn State system.
-
E.
Penn State Scranton
Penn State Scranton is a commonwealth campus of The Pennsylvania State University located in northeastern Pennsylvania, offering undergraduate programs and serving as a regional hub for higher education.
- 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_69ca848a5a908190aad251f4137b0c3a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b51b08081908e30744607b28953 |
completed | April 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d189fd53fc8190bc36f2b8e0e21036 |
completed | April 4, 2026, 10 p.m. |
Created at: March 30, 2026, 8:11 p.m.