Triple
T12816771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John F. Hartwig |
E306421
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Organotransition Metal Chemistry: From Bonding to Catalysis
"Organotransition Metal Chemistry: From Bonding to Catalysis" is a comprehensive graduate-level textbook that systematically develops the principles of organometallic bonding and reactivity with a strong emphasis on their applications in homogeneous catalysis.
|
E1004257
|
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: Organotransition Metal Chemistry: From Bonding to Catalysis | Statement: [John F. Hartwig, hasWritten, Organotransition Metal Chemistry: From Bonding to Catalysis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Organotransition Metal Chemistry: From Bonding to Catalysis Context triple: [John F. Hartwig, hasWritten, Organotransition Metal Chemistry: From Bonding to Catalysis]
-
A.
Advanced Inorganic Chemistry (with F. Albert Cotton)
Advanced Inorganic Chemistry (with F. Albert Cotton) is a seminal graduate-level textbook that systematically presents the principles, structures, bonding, and reactivity of inorganic compounds and has long been a standard reference in the field.
-
B.
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.
-
C.
Supramolecular Chemistry: Concepts and Perspectives
Supramolecular Chemistry: Concepts and Perspectives is a foundational book by Nobel laureate Jean-Marie Lehn that systematically introduces the principles, concepts, and applications of supramolecular chemistry and molecular recognition.
-
D.
Breslow intermediate in organocatalysis
The Breslow intermediate in organocatalysis is a transient nucleophilic carbene-derived species central to thiamine- and N-heterocyclic carbene-catalyzed umpolung reactions of carbonyl compounds.
-
E.
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.
- 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: Organotransition Metal Chemistry: From Bonding to Catalysis Triple: [John F. Hartwig, hasWritten, Organotransition Metal Chemistry: From Bonding to Catalysis]
Generated description
"Organotransition Metal Chemistry: From Bonding to Catalysis" is a comprehensive graduate-level textbook that systematically develops the principles of organometallic bonding and reactivity with a strong emphasis on their applications in homogeneous catalysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Organotransition Metal Chemistry: From Bonding to Catalysis Target entity description: "Organotransition Metal Chemistry: From Bonding to Catalysis" is a comprehensive graduate-level textbook that systematically develops the principles of organometallic bonding and reactivity with a strong emphasis on their applications in homogeneous catalysis.
-
A.
Advanced Inorganic Chemistry (with F. Albert Cotton)
Advanced Inorganic Chemistry (with F. Albert Cotton) is a seminal graduate-level textbook that systematically presents the principles, structures, bonding, and reactivity of inorganic compounds and has long been a standard reference in the field.
-
B.
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.
-
C.
Supramolecular Chemistry: Concepts and Perspectives
Supramolecular Chemistry: Concepts and Perspectives is a foundational book by Nobel laureate Jean-Marie Lehn that systematically introduces the principles, concepts, and applications of supramolecular chemistry and molecular recognition.
-
D.
Breslow intermediate in organocatalysis
The Breslow intermediate in organocatalysis is a transient nucleophilic carbene-derived species central to thiamine- and N-heterocyclic carbene-catalyzed umpolung reactions of carbonyl compounds.
-
E.
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.
- 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_69d7bdf46c448190b1faa55aaacb6317 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e9d00088190ac0f5d60e1de7a7c |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ecee33c8190a6bf045731bb9326 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f691341d0081909ca3b281ee64b42b |
completed | May 3, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f692361c3c81909078a19be1a86231 |
completed | May 3, 2026, 12:09 a.m. |
Created at: April 9, 2026, 5:31 p.m.