Triple
T15092835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allentown |
E360462
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object | Muhlenberg College |
E807885
|
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: Muhlenberg College | Statement: [Allentown, hasEducationalInstitution, Muhlenberg College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muhlenberg College Context triple: [Allentown, hasEducationalInstitution, Muhlenberg College]
-
A.
Muhlenberg College
chosen
Muhlenberg College is a private liberal arts college known for its strong programs in the arts, sciences, and pre-professional studies.
-
B.
Dickinson College
Dickinson College is a historic liberal arts college in Carlisle, Pennsylvania, known for its strong emphasis on global education and civic engagement.
-
C.
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.
-
D.
Haverford College
Haverford College is a small, highly selective liberal arts college in Haverford, Pennsylvania, known for its rigorous academics and historic Quaker heritage.
-
E.
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.
- 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_69d85a035aa88190b52a139d3a1b7b6d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0027925788190b955fdc6626adf7d |
completed | April 15, 2026, 9:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feae1f406081909d4925474370da86 |
completed | May 9, 2026, 3:46 a.m. |
Created at: April 10, 2026, 3:04 a.m.