Triple
T14250907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland, Maryland |
E353257
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
Allegany College of Maryland
Allegany College of Maryland is a public community college serving Cumberland, Maryland and the surrounding region with two-year degree and certificate programs.
|
E1090415
|
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: Allegany College of Maryland | Statement: [Cumberland, Maryland, hasInstitution, Allegany College of Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Allegany College of Maryland Context triple: [Cumberland, Maryland, hasInstitution, Allegany College of Maryland]
-
A.
Anne Arundel Community College
Anne Arundel Community College is a public community college in Maryland known for offering a wide range of associate degree and certificate programs.
-
B.
College of Southern Maryland
The College of Southern Maryland is a public community college serving the Southern Maryland region with associate degrees, workforce training, and continuing education programs.
-
C.
Montgomery College
Montgomery College is a public community college in Maryland serving the greater Montgomery County area with multiple campuses and a wide range of academic and workforce programs.
-
D.
Baltimore City Community College
Baltimore City Community College is a public, two-year institution in Baltimore, Maryland, offering associate degrees, certificates, and workforce training programs.
-
E.
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.
- 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: Allegany College of Maryland Triple: [Cumberland, Maryland, hasInstitution, Allegany College of Maryland]
Generated description
Allegany College of Maryland is a public community college serving Cumberland, Maryland and the surrounding region with two-year degree and certificate programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Allegany College of Maryland Target entity description: Allegany College of Maryland is a public community college serving Cumberland, Maryland and the surrounding region with two-year degree and certificate programs.
-
A.
Anne Arundel Community College
Anne Arundel Community College is a public community college in Maryland known for offering a wide range of associate degree and certificate programs.
-
B.
College of Southern Maryland
The College of Southern Maryland is a public community college serving the Southern Maryland region with associate degrees, workforce training, and continuing education programs.
-
C.
Montgomery College
Montgomery College is a public community college in Maryland serving the greater Montgomery County area with multiple campuses and a wide range of academic and workforce programs.
-
D.
Baltimore City Community College
Baltimore City Community College is a public, two-year institution in Baltimore, Maryland, offering associate degrees, certificates, and workforce training programs.
-
E.
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.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6296f9d0819086f62f525d07eb12 |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd325815d48190b070866f41986847 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd367fd9788190bd25f057d1f0942c |
completed | May 8, 2026, 1:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd37c1f4c0819085f5c577e673e9df |
completed | May 8, 2026, 1:09 a.m. |
Created at: April 10, 2026, 1:08 a.m.