Triple
T21290634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morton M. Denn |
E524777
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object | Engineering Calculation in the Chemical Process Industry |
—
|
NE NERFINISHED |
How this triple was built (3 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: Engineering Calculation in the Chemical Process Industry | Statement: [Morton M. Denn, hasWritten, Engineering Calculation in the Chemical Process Industry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Engineering Calculation in the Chemical Process Industry Context triple: [Morton M. Denn, hasWritten, Engineering Calculation in the Chemical Process Industry]
-
A.
Centre of Excellence in Chemical Engineering and Technology
The Centre of Excellence in Chemical Engineering and Technology is a specialized research and innovation hub within the Institute of Chemical Technology, Mumbai, focused on advancing cutting-edge chemical engineering and related technologies.
-
B.
Elementary Principles of Composition
"Elementary Principles of Composition" is a core section of the classic writing guide *The Elements of Style* that outlines fundamental rules for clear, effective English prose.
-
C.
Chemical and Process Engineering department
The Chemical and Process Engineering department at the University of Canterbury focuses on education and research in chemical, process, and related engineering disciplines, preparing students for careers in industries such as energy, materials, and environmental technologies.
-
D.
Division of Industrial and Engineering Chemistry
The Division of Industrial and Engineering Chemistry is a technical division of the American Chemical Society that focuses on the application of chemistry and chemical engineering in industrial processes and technologies.
-
E.
Numerical Methods for Scientists and Engineers
Numerical Methods for Scientists and Engineers is a classic textbook by Richard W. Hamming that introduces and explains practical computational techniques for solving mathematical problems in science and engineering.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Engineering Calculation in the Chemical Process Industry Target entity description: "Engineering Calculation in the Chemical Process Industry" is a technical book by Morton M. Denn that presents methods and problem-solving strategies for performing quantitative engineering analyses in chemical process design and operation.
-
A.
Centre of Excellence in Chemical Engineering and Technology
The Centre of Excellence in Chemical Engineering and Technology is a specialized research and innovation hub within the Institute of Chemical Technology, Mumbai, focused on advancing cutting-edge chemical engineering and related technologies.
-
B.
Elementary Principles of Composition
"Elementary Principles of Composition" is a core section of the classic writing guide *The Elements of Style* that outlines fundamental rules for clear, effective English prose.
-
C.
Chemical and Process Engineering department
The Chemical and Process Engineering department at the University of Canterbury focuses on education and research in chemical, process, and related engineering disciplines, preparing students for careers in industries such as energy, materials, and environmental technologies.
-
D.
Division of Industrial and Engineering Chemistry
The Division of Industrial and Engineering Chemistry is a technical division of the American Chemical Society that focuses on the application of chemistry and chemical engineering in industrial processes and technologies.
-
E.
Numerical Methods for Scientists and Engineers
Numerical Methods for Scientists and Engineers is a classic textbook by Richard W. Hamming that introduces and explains practical computational techniques for solving mathematical problems in science and engineering.
- F. None of above. chosen
Provenance (2 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_69e0b5171f6c8190a5d57201ede73811 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e736d9467881908ec5b1dec76e6f5d |
completed | April 21, 2026, 8:35 a.m. |
Created at: April 16, 2026, 4:04 p.m.