Triple
T14353514
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stockbridge |
E355911
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object |
College of Natural Sciences at UMass Amherst
The College of Natural Sciences at UMass Amherst is a major academic division of the university that encompasses a wide range of science departments and research programs in fields such as biology, chemistry, physics, mathematics, and environmental science.
|
E1096420
|
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: College of Natural Sciences at UMass Amherst | Statement: [Stockbridge, parentOrganization, College of Natural Sciences at UMass Amherst]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Natural Sciences at UMass Amherst Context triple: [Stockbridge, parentOrganization, College of Natural Sciences at UMass Amherst]
-
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.
UMass Amherst Libraries
UMass Amherst Libraries is the academic library system of the University of Massachusetts Amherst, providing research resources, study spaces, and information services to students, faculty, and the broader campus community.
-
C.
Isenberg School of Management, University of Massachusetts Amherst
The Isenberg School of Management at the University of Massachusetts Amherst is a public business school known for its undergraduate, MBA, and specialized business programs, strong ties to industry, and emphasis on experiential learning.
-
D.
Amherst Campus
Amherst Campus is the main suburban campus of the University at Buffalo, located in Amherst, New York, housing most of the university’s academic and research facilities.
-
E.
Kennedy College of Sciences
Kennedy College of Sciences is a science-focused academic division of the University of Massachusetts Lowell offering undergraduate and graduate programs in disciplines such as biology, chemistry, physics, computer science, and mathematics.
- 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: College of Natural Sciences at UMass Amherst Triple: [Stockbridge, parentOrganization, College of Natural Sciences at UMass Amherst]
Generated description
The College of Natural Sciences at UMass Amherst is a major academic division of the university that encompasses a wide range of science departments and research programs in fields such as biology, chemistry, physics, mathematics, and environmental science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Natural Sciences at UMass Amherst Target entity description: The College of Natural Sciences at UMass Amherst is a major academic division of the university that encompasses a wide range of science departments and research programs in fields such as biology, chemistry, physics, mathematics, and environmental science.
-
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.
UMass Amherst Libraries
UMass Amherst Libraries is the academic library system of the University of Massachusetts Amherst, providing research resources, study spaces, and information services to students, faculty, and the broader campus community.
-
C.
Isenberg School of Management, University of Massachusetts Amherst
The Isenberg School of Management at the University of Massachusetts Amherst is a public business school known for its undergraduate, MBA, and specialized business programs, strong ties to industry, and emphasis on experiential learning.
-
D.
Amherst Campus
Amherst Campus is the main suburban campus of the University at Buffalo, located in Amherst, New York, housing most of the university’s academic and research facilities.
-
E.
Kennedy College of Sciences
Kennedy College of Sciences is a science-focused academic division of the University of Massachusetts Lowell offering undergraduate and graduate programs in disciplines such as biology, chemistry, physics, computer science, and mathematics.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8f4ff1e48190bd9419d70098cede |
completed | April 14, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c44ff4c8190bbcc7a34b98ac330 |
completed | May 8, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69fd512c32a081908e516c51d846a2c0 |
completed | May 8, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd51e9a43c8190965bf0c7b5bbab26 |
completed | May 8, 2026, 3 a.m. |
Created at: April 10, 2026, 1:14 a.m.