Triple
T8986547
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duquesne University |
E214679
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
Bayer School of Natural and Environmental Sciences
The Bayer School of Natural and Environmental Sciences is a science-focused academic division of Duquesne University offering programs and research in fields such as biology, chemistry, physics, and environmental science.
|
E771443
|
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: Bayer School of Natural and Environmental Sciences | Statement: [Duquesne University, hasCollege, Bayer School of Natural and Environmental Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bayer School of Natural and Environmental Sciences Context triple: [Duquesne University, hasCollege, Bayer School of Natural and Environmental Sciences]
-
A.
Wiess School of Natural Sciences
The Wiess School of Natural Sciences is Rice University's academic division dedicated to research and education in core scientific fields such as biology, chemistry, physics, and related disciplines.
-
B.
Rubenstein School of Environment and Natural Resources
The Rubenstein School of Environment and Natural Resources is the University of Vermont’s specialized academic unit focused on environmental science, natural resources, and sustainability education and research.
-
C.
Warner College of Natural Resources
Warner College of Natural Resources is a specialized college at Colorado State University focused on education and research in natural resources, environmental science, and related fields.
-
D.
Doerr School of Sustainability
The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
-
E.
Hutson School of Agriculture
The Hutson School of Agriculture is Murray State University's academic division dedicated to agricultural education, research, and industry-focused training.
- 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: Bayer School of Natural and Environmental Sciences Triple: [Duquesne University, hasCollege, Bayer School of Natural and Environmental Sciences]
Generated description
The Bayer School of Natural and Environmental Sciences is a science-focused academic division of Duquesne University offering programs and research in fields such as biology, chemistry, physics, and environmental science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bayer School of Natural and Environmental Sciences Target entity description: The Bayer School of Natural and Environmental Sciences is a science-focused academic division of Duquesne University offering programs and research in fields such as biology, chemistry, physics, and environmental science.
-
A.
Wiess School of Natural Sciences
The Wiess School of Natural Sciences is Rice University's academic division dedicated to research and education in core scientific fields such as biology, chemistry, physics, and related disciplines.
-
B.
Rubenstein School of Environment and Natural Resources
The Rubenstein School of Environment and Natural Resources is the University of Vermont’s specialized academic unit focused on environmental science, natural resources, and sustainability education and research.
-
C.
Warner College of Natural Resources
Warner College of Natural Resources is a specialized college at Colorado State University focused on education and research in natural resources, environmental science, and related fields.
-
D.
Doerr School of Sustainability
The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
-
E.
Hutson School of Agriculture
The Hutson School of Agriculture is Murray State University's academic division dedicated to agricultural education, research, and industry-focused training.
- 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_69ca839f76bc8190a4b7123cdd682199 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc67eddbf08190afca16e0be435241 |
completed | April 1, 2026, 12:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0bdb05c8190bb1fb5f0272a450a |
completed | April 3, 2026, 2:37 p.m. |
| NEDg | Description generation | batch_69cfd25b98208190bbdfe0d8bd13e183 |
completed | April 3, 2026, 2:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd2ef0e788190843f270564add7a2 |
completed | April 3, 2026, 2:47 p.m. |
Created at: March 30, 2026, 7:04 p.m.