Triple
T10570275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fukui Kenichi |
E249459
|
entity |
| Predicate | hasWork |
P6260
|
FINISHED |
| Object |
Chemistry of Frontier Orbitals
"Chemistry of Frontier Orbitals" is a seminal work by Kenichi Fukui that develops and applies frontier molecular orbital theory to explain and predict the course of chemical reactions.
|
E873259
|
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: Chemistry of Frontier Orbitals | Statement: [Fukui Kenichi, hasWork, Chemistry of Frontier Orbitals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chemistry of Frontier Orbitals Context triple: [Fukui Kenichi, hasWork, Chemistry of Frontier Orbitals]
-
A.
Electronic Structures of Molecules
Electronic Structures of Molecules is a foundational scientific work by Robert S. Mulliken that systematically develops molecular orbital theory and its application to understanding the electronic properties and bonding of molecules.
-
B.
The Nature of the Chemical Bond
The Nature of the Chemical Bond is a landmark chemistry book by Linus Pauling that systematically explains chemical bonding using quantum mechanics and became one of the most influential scientific texts of the 20th century.
-
C.
Woodward–Hoffmann rules
The Woodward–Hoffmann rules are fundamental principles in organic chemistry that predict the stereochemistry and feasibility of pericyclic reactions based on orbital symmetry considerations.
-
D.
Extended Hückel method
The Extended Hückel method is a semi-empirical quantum chemistry approach developed by Roald Hoffmann to approximate molecular electronic structure and bonding using simplified orbital interactions.
-
E.
Valence and the Structure of Atoms and Molecules
"Valence and the Structure of Atoms and Molecules" is a foundational chemistry book by Gilbert N. Lewis that systematically presents his theories of chemical bonding and the electronic structure of atoms and molecules.
- 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: Chemistry of Frontier Orbitals Triple: [Fukui Kenichi, hasWork, Chemistry of Frontier Orbitals]
Generated description
"Chemistry of Frontier Orbitals" is a seminal work by Kenichi Fukui that develops and applies frontier molecular orbital theory to explain and predict the course of chemical reactions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chemistry of Frontier Orbitals Target entity description: "Chemistry of Frontier Orbitals" is a seminal work by Kenichi Fukui that develops and applies frontier molecular orbital theory to explain and predict the course of chemical reactions.
-
A.
Electronic Structures of Molecules
Electronic Structures of Molecules is a foundational scientific work by Robert S. Mulliken that systematically develops molecular orbital theory and its application to understanding the electronic properties and bonding of molecules.
-
B.
The Nature of the Chemical Bond
The Nature of the Chemical Bond is a landmark chemistry book by Linus Pauling that systematically explains chemical bonding using quantum mechanics and became one of the most influential scientific texts of the 20th century.
-
C.
Woodward–Hoffmann rules
The Woodward–Hoffmann rules are fundamental principles in organic chemistry that predict the stereochemistry and feasibility of pericyclic reactions based on orbital symmetry considerations.
-
D.
Extended Hückel method
The Extended Hückel method is a semi-empirical quantum chemistry approach developed by Roald Hoffmann to approximate molecular electronic structure and bonding using simplified orbital interactions.
-
E.
Valence and the Structure of Atoms and Molecules
"Valence and the Structure of Atoms and Molecules" is a foundational chemistry book by Gilbert N. Lewis that systematically presents his theories of chemical bonding and the electronic structure of atoms and molecules.
- 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_69d381c8bd708190acf3d275c908251e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d52730fd4481908b3f4eb80ca209f2 |
completed | April 7, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d94b55d0f88190bd6853603f67e88d |
completed | April 10, 2026, 7:11 p.m. |
| NEDg | Description generation | batch_69d94f759e7c8190a9e2fd030977584d |
completed | April 10, 2026, 7:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d952c334448190b1c21964b55a3a68 |
completed | April 10, 2026, 7:42 p.m. |
Created at: April 6, 2026, 12:37 p.m.