Triple
T1024052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Bedford, Massachusetts |
E22099
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
University of Massachusetts Dartmouth School for Marine Science & Technology
The University of Massachusetts Dartmouth School for Marine Science & Technology is a graduate-level research institution specializing in marine science, fisheries, and coastal environmental studies.
|
E122629
|
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: University of Massachusetts Dartmouth School for Marine Science & Technology | Statement: [New Bedford, Massachusetts, hasEducationalInstitution, University of Massachusetts Dartmouth School for Marine Science & Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Massachusetts Dartmouth School for Marine Science & Technology Context triple: [New Bedford, Massachusetts, hasEducationalInstitution, University of Massachusetts Dartmouth School for Marine Science & Technology]
-
A.
University of Massachusetts Amherst
The University of Massachusetts Amherst is a major public research university and the flagship campus of the UMass system, known for its strong academic programs and large, diverse student body.
-
B.
University of Massachusetts Boston
The University of Massachusetts Boston is a public research university located on the waterfront in Boston, known for its diverse student body and strong programs in liberal arts, sciences, and professional studies.
-
C.
Woods Hole Oceanographic Institution
Woods Hole Oceanographic Institution is a leading nonprofit ocean research and education organization renowned for its deep-sea exploration, marine science, and advanced oceanographic technology.
-
D.
Hatfield Marine Science Center
Hatfield Marine Science Center is a leading marine research and education facility on the Oregon coast that supports oceanographic, coastal ecology, and fisheries science programs.
-
E.
Cape Cod Community College
Cape Cod Community College is a public two-year college on Cape Cod in Massachusetts offering associate degrees, certificates, and transfer programs for local and regional students.
- 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: University of Massachusetts Dartmouth School for Marine Science & Technology Triple: [New Bedford, Massachusetts, hasEducationalInstitution, University of Massachusetts Dartmouth School for Marine Science & Technology]
Generated description
The University of Massachusetts Dartmouth School for Marine Science & Technology is a graduate-level research institution specializing in marine science, fisheries, and coastal environmental studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Massachusetts Dartmouth School for Marine Science & Technology Target entity description: The University of Massachusetts Dartmouth School for Marine Science & Technology is a graduate-level research institution specializing in marine science, fisheries, and coastal environmental studies.
-
A.
University of Massachusetts Amherst
The University of Massachusetts Amherst is a major public research university and the flagship campus of the UMass system, known for its strong academic programs and large, diverse student body.
-
B.
University of Massachusetts Boston
The University of Massachusetts Boston is a public research university located on the waterfront in Boston, known for its diverse student body and strong programs in liberal arts, sciences, and professional studies.
-
C.
Woods Hole Oceanographic Institution
Woods Hole Oceanographic Institution is a leading nonprofit ocean research and education organization renowned for its deep-sea exploration, marine science, and advanced oceanographic technology.
-
D.
Hatfield Marine Science Center
Hatfield Marine Science Center is a leading marine research and education facility on the Oregon coast that supports oceanographic, coastal ecology, and fisheries science programs.
-
E.
Cape Cod Community College
Cape Cod Community College is a public two-year college on Cape Cod in Massachusetts offering associate degrees, certificates, and transfer programs for local and regional students.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7e28df08190b5be7794442a6f21 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bb83118819098a2b283a1cbf8d6 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3e1821048190ad726b265c154abc |
completed | March 7, 2026, 3:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3e7f51fc81908e067a66e2714a50 |
completed | March 7, 2026, 3:04 p.m. |
Created at: March 1, 2026, 7:41 p.m.