Triple
T14496014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bethlehem, Pennsylvania |
E359501
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Moravian University
Moravian University is a private liberal arts university in Bethlehem, Pennsylvania, recognized as one of the oldest colleges in the United States with roots in the Moravian Church.
|
E1103706
|
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: Moravian University | Statement: [Bethlehem, Pennsylvania, knownFor, Moravian University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Moravian University Context triple: [Bethlehem, Pennsylvania, knownFor, Moravian University]
-
A.
Maryville University
Maryville University is a private university known for its career-focused undergraduate and graduate programs, located in the St. Louis metropolitan area.
-
B.
Shepherd University
Shepherd University is a public liberal arts university located in Shepherdstown, West Virginia, offering undergraduate and graduate programs across a range of disciplines.
-
C.
Alvernia University
Alvernia University is a private Catholic university known for its liberal arts and professional programs, located in Reading, Pennsylvania.
-
D.
Shenandoah University
Shenandoah University is a private liberal arts university based in Winchester, Virginia, known for its programs in the arts, health professions, and business, and for serving the broader Northern Virginia region.
-
E.
Davis & Elkins College
Davis & Elkins College is a small private liberal arts college located in Elkins, West Virginia.
- 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: Moravian University Triple: [Bethlehem, Pennsylvania, knownFor, Moravian University]
Generated description
Moravian University is a private liberal arts university in Bethlehem, Pennsylvania, recognized as one of the oldest colleges in the United States with roots in the Moravian Church.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Moravian University Target entity description: Moravian University is a private liberal arts university in Bethlehem, Pennsylvania, recognized as one of the oldest colleges in the United States with roots in the Moravian Church.
-
A.
Maryville University
Maryville University is a private university known for its career-focused undergraduate and graduate programs, located in the St. Louis metropolitan area.
-
B.
Shepherd University
Shepherd University is a public liberal arts university located in Shepherdstown, West Virginia, offering undergraduate and graduate programs across a range of disciplines.
-
C.
Alvernia University
Alvernia University is a private Catholic university known for its liberal arts and professional programs, located in Reading, Pennsylvania.
-
D.
Shenandoah University
Shenandoah University is a private liberal arts university based in Winchester, Virginia, known for its programs in the arts, health professions, and business, and for serving the broader Northern Virginia region.
-
E.
Davis & Elkins College
Davis & Elkins College is a small private liberal arts college located in Elkins, West Virginia.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de93109cb081909a6e846db23a4635 |
completed | April 14, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d9731588190b27a826582e5fc6d |
completed | May 8, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69fd6f80e3a081908c43915275898852 |
completed | May 8, 2026, 5:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7016a3c48190a1ea2fefeea92c60 |
completed | May 8, 2026, 5:09 a.m. |
Created at: April 10, 2026, 1:21 a.m.