Triple
T1769558
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fitchburg |
E38842
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Fitchburg State University
Fitchburg State University is a public university in Fitchburg, Massachusetts, known for its programs in education, business, and the liberal arts.
|
E224895
|
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: Fitchburg State University | Statement: [Fitchburg, hasEducationalInstitution, Fitchburg State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fitchburg State University Context triple: [Fitchburg, hasEducationalInstitution, Fitchburg State University]
-
A.
Framingham State University
Framingham State University is a public university in Framingham, Massachusetts, known for its liberal arts and professional programs serving the Greater Boston area.
-
B.
Salem State University
Salem State University is a public university in Salem, Massachusetts, offering a wide range of undergraduate and graduate programs with a focus on regional access and community engagement.
-
C.
Springfield College
Springfield College is a private institution in Springfield, Massachusetts, best known as the birthplace of basketball and for its strong programs in health sciences, physical education, and human services.
-
D.
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.
-
E.
Westfield State University
Westfield State University is a public university in Westfield, Massachusetts, known for its liberal arts and professional programs and its role in serving 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: Fitchburg State University Triple: [Fitchburg, hasEducationalInstitution, Fitchburg State University]
Generated description
Fitchburg State University is a public university in Fitchburg, Massachusetts, known for its programs in education, business, and the liberal arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fitchburg State University Target entity description: Fitchburg State University is a public university in Fitchburg, Massachusetts, known for its programs in education, business, and the liberal arts.
-
A.
Framingham State University
Framingham State University is a public university in Framingham, Massachusetts, known for its liberal arts and professional programs serving the Greater Boston area.
-
B.
Salem State University
Salem State University is a public university in Salem, Massachusetts, offering a wide range of undergraduate and graduate programs with a focus on regional access and community engagement.
-
C.
Springfield College
Springfield College is a private institution in Springfield, Massachusetts, best known as the birthplace of basketball and for its strong programs in health sciences, physical education, and human services.
-
D.
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.
-
E.
Westfield State University
Westfield State University is a public university in Westfield, Massachusetts, known for its liberal arts and professional programs and its role in serving 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_69a8862e61708190af97b9838cc3f5de |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa648eb9488190b1be2d2b6d259634 |
completed | March 6, 2026, 5:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0ab3a140819081dbb7b19e33051c |
completed | March 8, 2026, 11:48 p.m. |
| NEDg | Description generation | batch_69ae0b62dd048190acf6f9d76e5bfd47 |
completed | March 8, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0be695cc819093c237e19de9b731 |
completed | March 8, 2026, 11:53 p.m. |
Created at: March 4, 2026, 7:31 p.m.