Triple
T9636147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery County Community College |
E232937
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
Montco
Montco is a public community college in Montgomery County, Pennsylvania, offering two-year degree and certificate programs for local and regional students.
|
E812700
|
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: Montco | Statement: [Montgomery County Community College, abbreviation, Montco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montco Context triple: [Montgomery County Community College, abbreviation, Montco]
-
A.
Mount Laurel Township
Mount Laurel Township is a suburban community in Burlington County, New Jersey, known for its residential neighborhoods, commercial centers, and proximity to Philadelphia.
-
B.
Mendham
Mendham is a village and civil parish located in the county of Suffolk in eastern England.
-
C.
Abington Township
Abington Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, public parks, and regional rail access to Philadelphia.
-
D.
Whitemarsh Township, Pennsylvania
Whitemarsh Township, Pennsylvania is a suburban community in Montgomery County, northwest of Philadelphia, known for its residential neighborhoods, historic sites, and proximity to major regional transportation routes.
-
E.
Moorestown Township
Moorestown Township is a suburban community in southern New Jersey known for its historic downtown, affluent residential character, and proximity to Philadelphia.
- 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: Montco Triple: [Montgomery County Community College, abbreviation, Montco]
Generated description
Montco is a public community college in Montgomery County, Pennsylvania, offering two-year degree and certificate programs for local and regional students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montco Target entity description: Montco is a public community college in Montgomery County, Pennsylvania, offering two-year degree and certificate programs for local and regional students.
-
A.
Mount Laurel Township
Mount Laurel Township is a suburban community in Burlington County, New Jersey, known for its residential neighborhoods, commercial centers, and proximity to Philadelphia.
-
B.
Mendham
Mendham is a village and civil parish located in the county of Suffolk in eastern England.
-
C.
Abington Township
Abington Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, public parks, and regional rail access to Philadelphia.
-
D.
Whitemarsh Township, Pennsylvania
Whitemarsh Township, Pennsylvania is a suburban community in Montgomery County, northwest of Philadelphia, known for its residential neighborhoods, historic sites, and proximity to major regional transportation routes.
-
E.
Moorestown Township
Moorestown Township is a suburban community in southern New Jersey known for its historic downtown, affluent residential character, and proximity to Philadelphia.
- 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_69d189fa706c819080e8ac2411f57d93 |
completed | April 4, 2026, 10 p.m. |
| NEDg | Description generation | batch_69d18a8e0fbc8190912439815bab4677 |
completed | April 4, 2026, 10:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d18afe54c88190846a873443aa56ef |
completed | April 4, 2026, 10:04 p.m. |
Created at: March 30, 2026, 8:11 p.m.