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.