Triple
T10516056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin, Massachusetts |
E248034
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Dean College
Dean College is a private residential college known for its liberal arts and professional programs, located in Franklin, Massachusetts.
|
E868381
|
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: Dean College | Statement: [Franklin, Massachusetts, hasHigherEducationInstitution, Dean College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dean College Context triple: [Franklin, Massachusetts, hasHigherEducationInstitution, Dean College]
-
A.
Manchester College
Manchester College is an educational institution historically associated with the early academic formation of Nobel Prize–winning chemist Paul J. Flory.
-
B.
Manchester College
Manchester College is a further education institution in Manchester, England, offering a wide range of vocational and academic courses to post-16 students and adult learners.
-
C.
Andover College
Andover College is a further education institution located in Andover, Hampshire, offering a range of academic and vocational courses for post-16 students.
-
D.
Bell College
Bell College was a former Scottish higher education institution that specialized in vocational and professional courses before being merged into the University of the West of Scotland.
-
E.
Porterville College
Porterville College is a public community college serving the Porterville, California area with two-year degree and certificate programs.
- 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: Dean College Triple: [Franklin, Massachusetts, hasHigherEducationInstitution, Dean College]
Generated description
Dean College is a private residential college known for its liberal arts and professional programs, located in Franklin, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dean College Target entity description: Dean College is a private residential college known for its liberal arts and professional programs, located in Franklin, Massachusetts.
-
A.
Manchester College
Manchester College is an educational institution historically associated with the early academic formation of Nobel Prize–winning chemist Paul J. Flory.
-
B.
Manchester College
Manchester College is a further education institution in Manchester, England, offering a wide range of vocational and academic courses to post-16 students and adult learners.
-
C.
Andover College
Andover College is a further education institution located in Andover, Hampshire, offering a range of academic and vocational courses for post-16 students.
-
D.
Bell College
Bell College was a former Scottish higher education institution that specialized in vocational and professional courses before being merged into the University of the West of Scotland.
-
E.
Porterville College
Porterville College is a public community college serving the Porterville, California area with two-year degree and certificate programs.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509cc58b081908ef15aa89b396db6 |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d90dfbd364819087c70d3b3580eb7a |
completed | April 10, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_69d9107dc8448190998c4044f68a775e |
completed | April 10, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d911e7d2dc8190a67b2513607fdf98 |
completed | April 10, 2026, 3:06 p.m. |
Created at: April 6, 2026, 12:28 p.m.