Triple
T7104861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Verena Huber-Dyson |
E165555
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Berkshire Community College
Berkshire Community College is a public two-year community college in Pittsfield, Massachusetts, offering associate degrees, certificates, and transfer programs to students in the Berkshire County region.
|
E641942
|
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: Berkshire Community College | Statement: [Verena Huber-Dyson, employer, Berkshire Community College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkshire Community College Context triple: [Verena Huber-Dyson, employer, Berkshire Community College]
-
A.
Bristol Community College
Bristol Community College is a public two-year institution in southeastern Massachusetts offering associate degrees, certificates, and workforce training programs.
-
B.
Bunker Hill Community College
Bunker Hill Community College is a large public community college in Boston, Massachusetts, offering two-year degree and certificate programs to a diverse urban student population.
-
C.
Massasoit Community College
Massasoit Community College is a public two-year institution in Brockton, Massachusetts, offering associate degrees, certificates, and transfer programs for local and regional students.
-
D.
Middlesex Community College
Middlesex Community College is a public two-year college in Massachusetts offering associate degrees, certificates, and transfer programs across multiple campuses.
-
E.
Holyoke Community College
Holyoke Community College is a public two-year community college in Holyoke, Massachusetts, offering associate degrees, certificate programs, and transfer pathways to four-year institutions.
- 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: Berkshire Community College Triple: [Verena Huber-Dyson, employer, Berkshire Community College]
Generated description
Berkshire Community College is a public two-year community college in Pittsfield, Massachusetts, offering associate degrees, certificates, and transfer programs to students in the Berkshire County region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkshire Community College Target entity description: Berkshire Community College is a public two-year community college in Pittsfield, Massachusetts, offering associate degrees, certificates, and transfer programs to students in the Berkshire County region.
-
A.
Bristol Community College
Bristol Community College is a public two-year institution in southeastern Massachusetts offering associate degrees, certificates, and workforce training programs.
-
B.
Bunker Hill Community College
Bunker Hill Community College is a large public community college in Boston, Massachusetts, offering two-year degree and certificate programs to a diverse urban student population.
-
C.
Massasoit Community College
Massasoit Community College is a public two-year institution in Brockton, Massachusetts, offering associate degrees, certificates, and transfer programs for local and regional students.
-
D.
Middlesex Community College
Middlesex Community College is a public two-year college in Massachusetts offering associate degrees, certificates, and transfer programs across multiple campuses.
-
E.
Holyoke Community College
Holyoke Community College is a public two-year community college in Holyoke, Massachusetts, offering associate degrees, certificate programs, and transfer pathways to four-year institutions.
- 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_69c6887fcddc8190a5d58908f6dee590 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e58b3f708190bebca7d4c4db40f2 |
completed | March 27, 2026, 8:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cb0ee3481908f2f7efb5e9d1714 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d3feacc819097887064a7439340 |
completed | March 28, 2026, 9:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79df3f5648190981176b6c9791181 |
completed | March 28, 2026, 9:23 a.m. |
Created at: March 27, 2026, 2:42 p.m.