Triple
T5064595
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chatham University |
E114111
|
entity |
| Predicate | membership |
P10
|
FINISHED |
| Object |
Association of Independent Colleges and Universities of Pennsylvania
The Association of Independent Colleges and Universities of Pennsylvania is a nonprofit consortium representing and advocating for the interests of private, nonprofit higher education institutions in Pennsylvania.
|
E489775
|
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: Association of Independent Colleges and Universities of Pennsylvania | Statement: [Chatham University, membership, Association of Independent Colleges and Universities of Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Association of Independent Colleges and Universities of Pennsylvania Context triple: [Chatham University, membership, Association of Independent Colleges and Universities of Pennsylvania]
-
A.
University of Pennsylvania
The University of Pennsylvania is a prestigious Ivy League research university in Philadelphia known for its strong programs across disciplines, including engineering, business, law, and medicine.
-
B.
Pennsylvania College
Pennsylvania College was the original name of Gettysburg College, a historic liberal arts institution in Gettysburg, Pennsylvania, closely associated with the town’s Civil War heritage.
-
C.
Franklin and Marshall College
Franklin and Marshall College is a private liberal arts college in Lancaster, Pennsylvania, known for its rigorous undergraduate programs and historic campus.
-
D.
Pennsylvania State System of Higher Education
The Pennsylvania State System of Higher Education is a publicly funded network of state-owned universities in Pennsylvania that provides accessible, affordable higher education across the Commonwealth.
-
E.
Haverford College
Haverford College is a small, highly selective liberal arts college in Haverford, Pennsylvania, known for its rigorous academics and historic Quaker heritage.
- 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: Association of Independent Colleges and Universities of Pennsylvania Triple: [Chatham University, membership, Association of Independent Colleges and Universities of Pennsylvania]
Generated description
The Association of Independent Colleges and Universities of Pennsylvania is a nonprofit consortium representing and advocating for the interests of private, nonprofit higher education institutions in Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Association of Independent Colleges and Universities of Pennsylvania Target entity description: The Association of Independent Colleges and Universities of Pennsylvania is a nonprofit consortium representing and advocating for the interests of private, nonprofit higher education institutions in Pennsylvania.
-
A.
University of Pennsylvania
The University of Pennsylvania is a prestigious Ivy League research university in Philadelphia known for its strong programs across disciplines, including engineering, business, law, and medicine.
-
B.
Pennsylvania College
Pennsylvania College was the original name of Gettysburg College, a historic liberal arts institution in Gettysburg, Pennsylvania, closely associated with the town’s Civil War heritage.
-
C.
Franklin and Marshall College
Franklin and Marshall College is a private liberal arts college in Lancaster, Pennsylvania, known for its rigorous undergraduate programs and historic campus.
-
D.
Pennsylvania State System of Higher Education
The Pennsylvania State System of Higher Education is a publicly funded network of state-owned universities in Pennsylvania that provides accessible, affordable higher education across the Commonwealth.
-
E.
Haverford College
Haverford College is a small, highly selective liberal arts college in Haverford, Pennsylvania, known for its rigorous academics and historic Quaker heritage.
- 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_69bd443c0c8c81908663b77afb28e165 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7478f7988190bc0473e8af055147 |
completed | March 20, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bea49ae8c081908ef8c2e2dbbe3b49 |
completed | March 21, 2026, 2 p.m. |
| NEDg | Description generation | batch_69bea56407148190a2ba646c779e738b |
completed | March 21, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bea610b7ac8190b0dcfaa67ba80431 |
completed | March 21, 2026, 2:07 p.m. |
Created at: March 20, 2026, 1:38 p.m.