Triple
T14496017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bethlehem, Pennsylvania |
E359501
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
Northampton Community College
Northampton Community College is a public community college serving the Lehigh Valley region of Pennsylvania with a range of associate degree, certificate, and workforce training programs.
|
E1103707
|
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: Northampton Community College | Statement: [Bethlehem, Pennsylvania, hasCollege, Northampton Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northampton Community College Context triple: [Bethlehem, Pennsylvania, hasCollege, Northampton Community College]
-
A.
Montgomery County Community College
Montgomery County Community College is a public two-year college in Pennsylvania offering associate degrees, certificates, and transfer programs to local and regional students.
-
B.
Patrick & Henry Community College
Patrick & Henry Community College is a public two-year institution in Martinsville, Virginia, offering associate degrees, certificates, and workforce training programs for local and regional students.
-
C.
Bristol Community College
Bristol Community College is a public two-year institution in southeastern Massachusetts offering associate degrees, certificates, and workforce training programs.
-
D.
Manchester Community College
Manchester Community College is a public two-year institution in Manchester, Connecticut, offering associate degrees, certificates, and workforce training programs.
-
E.
Northeast Community College
Northeast Community College is a public community college serving the educational and workforce training needs of the Siouxland region in northeastern Nebraska.
- 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: Northampton Community College Triple: [Bethlehem, Pennsylvania, hasCollege, Northampton Community College]
Generated description
Northampton Community College is a public community college serving the Lehigh Valley region of Pennsylvania with a range of associate degree, certificate, and workforce training programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northampton Community College Target entity description: Northampton Community College is a public community college serving the Lehigh Valley region of Pennsylvania with a range of associate degree, certificate, and workforce training programs.
-
A.
Montgomery County Community College
Montgomery County Community College is a public two-year college in Pennsylvania offering associate degrees, certificates, and transfer programs to local and regional students.
-
B.
Patrick & Henry Community College
Patrick & Henry Community College is a public two-year institution in Martinsville, Virginia, offering associate degrees, certificates, and workforce training programs for local and regional students.
-
C.
Bristol Community College
Bristol Community College is a public two-year institution in southeastern Massachusetts offering associate degrees, certificates, and workforce training programs.
-
D.
Manchester Community College
Manchester Community College is a public two-year institution in Manchester, Connecticut, offering associate degrees, certificates, and workforce training programs.
-
E.
Northeast Community College
Northeast Community College is a public community college serving the educational and workforce training needs of the Siouxland region in northeastern Nebraska.
- 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.