Triple
T4389478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leominster, Massachusetts |
E99325
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Mount Wachusett Community College Leominster campus
Mount Wachusett Community College Leominster campus is a satellite campus of Mount Wachusett Community College offering accessible two-year degree and certificate programs to students in the Leominster area.
|
E435901
|
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: Mount Wachusett Community College Leominster campus | Statement: [Leominster, Massachusetts, hasHigherEducationInstitution, Mount Wachusett Community College Leominster campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mount Wachusett Community College Leominster campus Context triple: [Leominster, Massachusetts, hasHigherEducationInstitution, Mount Wachusett Community College Leominster campus]
-
A.
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.
-
B.
Kennebec Valley Community College
Kennebec Valley Community College is a public two-year college in central Maine offering career-focused and transfer degree programs to local and regional students.
-
C.
MassBay Community College
MassBay Community College is a public two-year institution in Massachusetts offering associate degrees, certificates, and transfer programs across multiple campuses.
-
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.
Worcester State University
Worcester State University is a public university in Worcester, Massachusetts, offering a range of undergraduate and graduate programs in the liberal arts, sciences, and professional fields.
- 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: Mount Wachusett Community College Leominster campus Triple: [Leominster, Massachusetts, hasHigherEducationInstitution, Mount Wachusett Community College Leominster campus]
Generated description
Mount Wachusett Community College Leominster campus is a satellite campus of Mount Wachusett Community College offering accessible two-year degree and certificate programs to students in the Leominster area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mount Wachusett Community College Leominster campus Target entity description: Mount Wachusett Community College Leominster campus is a satellite campus of Mount Wachusett Community College offering accessible two-year degree and certificate programs to students in the Leominster area.
-
A.
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.
-
B.
Kennebec Valley Community College
Kennebec Valley Community College is a public two-year college in central Maine offering career-focused and transfer degree programs to local and regional students.
-
C.
MassBay Community College
MassBay Community College is a public two-year institution in Massachusetts offering associate degrees, certificates, and transfer programs across multiple campuses.
-
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.
Worcester State University
Worcester State University is a public university in Worcester, Massachusetts, offering a range of undergraduate and graduate programs in the liberal arts, sciences, and professional fields.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35282cb2c8190856da20bb87e88ff |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e52d63c08190bc98c090cfe0ff1c |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e5b3ba208190b6cb5e40f9e744e8 |
completed | March 14, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e62af694819086b3eddb71f591d2 |
completed | March 14, 2026, 10:50 p.m. |
Created at: March 12, 2026, 11:19 p.m.