Triple
T9636142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery County Community College |
E232937
|
entity |
| Predicate | city |
P40
|
FINISHED |
| Object |
Blue Bell, Pennsylvania
Blue Bell, Pennsylvania is a suburban community in Montgomery County known for its affluent residential neighborhoods, corporate offices, and local educational institutions.
|
E811557
|
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: Blue Bell, Pennsylvania | Statement: [Montgomery County Community College, city, Blue Bell, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blue Bell, Pennsylvania Context triple: [Montgomery County Community College, city, Blue Bell, Pennsylvania]
-
A.
Hershey, Pennsylvania
Hershey, Pennsylvania is a small town best known as the home of The Hershey Company and its chocolate-themed attractions, often nicknamed "The Sweetest Place on Earth."
-
B.
Blain, Pennsylvania
Blain, Pennsylvania is a small rural borough located in western Perry County within the Appalachian region of the state.
-
C.
Gulph Mills, Pennsylvania
Gulph Mills, Pennsylvania is an unincorporated community in Montgomery County known for its historic role in the American Revolutionary War and its location near major transportation routes northwest of Philadelphia.
-
D.
Oley, Pennsylvania
Oley, Pennsylvania is a small historic village in Berks County known for its well-preserved rural character and colonial-era architecture within the Oley Valley.
-
E.
Beaver, Pennsylvania
Beaver, Pennsylvania is a small borough in western Pennsylvania that served as the site of the 1785 Treaty of Fort McIntosh between the United States and several Native American nations.
- 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: Blue Bell, Pennsylvania Triple: [Montgomery County Community College, city, Blue Bell, Pennsylvania]
Generated description
Blue Bell, Pennsylvania is a suburban community in Montgomery County known for its affluent residential neighborhoods, corporate offices, and local educational institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blue Bell, Pennsylvania Target entity description: Blue Bell, Pennsylvania is a suburban community in Montgomery County known for its affluent residential neighborhoods, corporate offices, and local educational institutions.
-
A.
Hershey, Pennsylvania
Hershey, Pennsylvania is a small town best known as the home of The Hershey Company and its chocolate-themed attractions, often nicknamed "The Sweetest Place on Earth."
-
B.
Blain, Pennsylvania
Blain, Pennsylvania is a small rural borough located in western Perry County within the Appalachian region of the state.
-
C.
Gulph Mills, Pennsylvania
Gulph Mills, Pennsylvania is an unincorporated community in Montgomery County known for its historic role in the American Revolutionary War and its location near major transportation routes northwest of Philadelphia.
-
D.
Oley, Pennsylvania
Oley, Pennsylvania is a small historic village in Berks County known for its well-preserved rural character and colonial-era architecture within the Oley Valley.
-
E.
Beaver, Pennsylvania
Beaver, Pennsylvania is a small borough in western Pennsylvania that served as the site of the 1785 Treaty of Fort McIntosh between the United States and several Native American nations.
- 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b2ba0308190931993c0321f6051 |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18237e2608190a3e7d45231a35efd |
completed | April 4, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69d18333b5c4819090152a2da5e51e87 |
completed | April 4, 2026, 9:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d183c8da2c8190a655c49994b94698 |
completed | April 4, 2026, 9:34 p.m. |
Created at: March 30, 2026, 8:11 p.m.