Triple
T2210861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bel Air, Maryland |
E50913
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Harford Community College (nearby)
Harford Community College (nearby) is a public two-year college serving Bel Air and the surrounding Harford County area with associate degree and certificate programs.
|
E245623
|
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: Harford Community College (nearby) | Statement: [Bel Air, Maryland, hasEducationalInstitution, Harford Community College (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harford Community College (nearby) Context triple: [Bel Air, Maryland, hasEducationalInstitution, Harford Community College (nearby)]
-
A.
Howard Community College
Howard Community College is a public two-year institution in Maryland offering associate degrees, certificates, and workforce training programs to local and regional students.
-
B.
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.
-
C.
Frederick Community College
Frederick Community College is a public community college located in Frederick, Maryland, offering associate degrees, certificates, and workforce training programs.
-
D.
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.
-
E.
Greenfield Community College
Greenfield Community College is a public two-year institution in Greenfield, Massachusetts, offering associate degrees, certificates, and workforce training to students in the Pioneer Valley region.
- 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: Harford Community College (nearby) Triple: [Bel Air, Maryland, hasEducationalInstitution, Harford Community College (nearby)]
Generated description
Harford Community College (nearby) is a public two-year college serving Bel Air and the surrounding Harford County area with associate degree and certificate programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harford Community College (nearby) Target entity description: Harford Community College (nearby) is a public two-year college serving Bel Air and the surrounding Harford County area with associate degree and certificate programs.
-
A.
Howard Community College
Howard Community College is a public two-year institution in Maryland offering associate degrees, certificates, and workforce training programs to local and regional students.
-
B.
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.
-
C.
Frederick Community College
Frederick Community College is a public community college located in Frederick, Maryland, offering associate degrees, certificates, and workforce training programs.
-
D.
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.
-
E.
Greenfield Community College
Greenfield Community College is a public two-year institution in Greenfield, Massachusetts, offering associate degrees, certificates, and workforce training to students in the Pioneer Valley region.
- 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_69a88b06709c8190978fb2418470d1b6 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbfeb889081908cddf58a57b216df |
completed | March 7, 2026, 6:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae655045d081909b8294ec706e0814 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae662f689881908ecd76952b78f863 |
completed | March 9, 2026, 6:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae668ef8bc819085ed1c83f447d396 |
completed | March 9, 2026, 6:19 a.m. |
Created at: March 4, 2026, 7:46 p.m.