Triple
T9565364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allentown, Pennsylvania |
E230775
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Muhlenberg College
Muhlenberg College is a private liberal arts college known for its strong programs in the arts, sciences, and pre-professional studies.
|
E807885
|
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: Muhlenberg College | Statement: [Allentown, Pennsylvania, hasUniversity, Muhlenberg College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muhlenberg College Context triple: [Allentown, Pennsylvania, hasUniversity, Muhlenberg College]
-
A.
Dickinson College
Dickinson College is a historic liberal arts college in Carlisle, Pennsylvania, known for its strong emphasis on global education and civic engagement.
-
B.
Washington & Jefferson College
Washington & Jefferson College is a private liberal arts college located in southwestern Pennsylvania, known for its rigorous undergraduate programs and historic campus.
-
C.
Haverford College
Haverford College is a small, highly selective liberal arts college in Haverford, Pennsylvania, known for its rigorous academics and historic Quaker heritage.
-
D.
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.
-
E.
Monmouth College
Monmouth College was the former name of Monmouth University, a private institution of higher education located in West Long Branch, New Jersey.
- 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: Muhlenberg College Triple: [Allentown, Pennsylvania, hasUniversity, Muhlenberg College]
Generated description
Muhlenberg College is a private liberal arts college known for its strong programs in the arts, sciences, and pre-professional studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muhlenberg College Target entity description: Muhlenberg College is a private liberal arts college known for its strong programs in the arts, sciences, and pre-professional studies.
-
A.
Dickinson College
Dickinson College is a historic liberal arts college in Carlisle, Pennsylvania, known for its strong emphasis on global education and civic engagement.
-
B.
Washington & Jefferson College
Washington & Jefferson College is a private liberal arts college located in southwestern Pennsylvania, known for its rigorous undergraduate programs and historic campus.
-
C.
Haverford College
Haverford College is a small, highly selective liberal arts college in Haverford, Pennsylvania, known for its rigorous academics and historic Quaker heritage.
-
D.
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.
-
E.
Monmouth College
Monmouth College was the former name of Monmouth University, a private institution of higher education located in West Long Branch, New Jersey.
- 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_69ca847f22188190a56e4a97625bef22 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd996a01b081908e2782f41520f73d |
completed | April 1, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d152abb0788190ab2e204d9a082ccf |
completed | April 4, 2026, 6:04 p.m. |
| NEDg | Description generation | batch_69d15565623c81908112183b65464553 |
completed | April 4, 2026, 6:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1560bbe3481908c98d74d21b33e63 |
completed | April 4, 2026, 6:18 p.m. |
Created at: March 30, 2026, 8:04 p.m.