Triple

T10597731
Position Surface form Disambiguated ID Type / Status
Subject Herzberg trilogy on molecular spectra E250160 entity
Predicate seriesTitle P5175 FINISHED
Object Molecular Spectra and Molecular Structure E250161 NE FINISHED

How this triple was built (2 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: Molecular Spectra and Molecular Structure | Statement: [Herzberg trilogy on molecular spectra, seriesTitle, Molecular Spectra and Molecular Structure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Molecular Spectra and Molecular Structure
Context triple: [Herzberg trilogy on molecular spectra, seriesTitle, Molecular Spectra and Molecular Structure]
  • A. Molecular Spectra and Molecular Structure chosen
    "Molecular Spectra and Molecular Structure" is a seminal multi-volume work by Gerhard Herzberg that systematically develops the theory and interpretation of molecular spectroscopy and its use in determining molecular structure.
  • B. Herzberg trilogy on molecular spectra
    The Herzberg trilogy on molecular spectra is a foundational multi-volume work that systematically presents the theory and experimental data of molecular spectroscopy, authored by Nobel laureate Gerhard Herzberg.
  • C. Atombau und Spektrallinien
    *Atombau und Spektrallinien* is Arnold Sommerfeld’s influential textbook on atomic structure and spectral lines that helped shape the development of early quantum theory.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5278e5d5481908f4e19c52bd80327 completed April 7, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b6109f08190915953e0ab708981 completed April 10, 2026, 9:28 p.m.
Created at: April 6, 2026, 12:41 p.m.