Triple
T9962284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnstown, Pennsylvania |
E195596
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Pennsylvania Highlands Community College
Pennsylvania Highlands Community College is a public community college serving the Greater Johnstown, Pennsylvania region with associate degree and certificate programs.
|
E831985
|
NE FINISHED |
How this triple was built (4 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: Pennsylvania Highlands Community College | Statement: [Johnstown, Pennsylvania, hasHigherEducationInstitution, Pennsylvania Highlands Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Highlands Community College Context triple: [Johnstown, Pennsylvania, hasHigherEducationInstitution, Pennsylvania Highlands Community College]
-
A.
Luzerne County Community College
Luzerne County Community College is a public two-year college in Pennsylvania offering associate degrees, certificates, and workforce training programs to local and regional students.
-
B.
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.
-
C.
Community College of Beaver County
Community College of Beaver County is a public two-year institution in Pennsylvania offering associate degrees, workforce training, and transfer programs for local and regional students.
-
D.
Penn State Shenango
Penn State Shenango is a commonwealth campus of Pennsylvania State University located in Sharon, Pennsylvania, offering a range of undergraduate programs in a small, community-focused setting.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Pennsylvania Highlands Community College Triple: [Johnstown, Pennsylvania, hasHigherEducationInstitution, Pennsylvania Highlands Community College]
Generated description
Pennsylvania Highlands Community College is a public community college serving the Greater Johnstown, Pennsylvania region with associate degree and certificate programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Highlands Community College Target entity description: Pennsylvania Highlands Community College is a public community college serving the Greater Johnstown, Pennsylvania region with associate degree and certificate programs.
-
A.
Luzerne County Community College
Luzerne County Community College is a public two-year college in Pennsylvania offering associate degrees, certificates, and workforce training programs to local and regional students.
-
B.
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.
-
C.
Community College of Beaver County
Community College of Beaver County is a public two-year institution in Pennsylvania offering associate degrees, workforce training, and transfer programs for local and regional students.
-
D.
Penn State Shenango
Penn State Shenango is a commonwealth campus of Pennsylvania State University located in Sharon, Pennsylvania, offering a range of undergraduate programs in a small, community-focused setting.
-
E.
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.
- F. None of above. chosen
Provenance (5 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_69ca82ebd1288190912f9e4482d1fa35 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb6d37f0c8190946b958c399f3250 |
completed | April 2, 2026, 12:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23d904bbc8190ac0b28600ed2e709 |
completed | April 5, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_69d23fa1e3288190b755b3966178ad52 |
completed | April 5, 2026, 10:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d24077720c81909a43ff56627095a1 |
completed | April 5, 2026, 10:59 a.m. |
Created at: March 30, 2026, 8:47 p.m.