Triple

T16489964
Position Surface form Disambiguated ID Type / Status
Subject Edward Frankland E400542 entity
Predicate knownFor P22 FINISHED
Object Frankland’s valence theory
Frankland’s valence theory is a 19th-century chemical concept that introduced the idea that elements have a fixed combining capacity (valence), laying groundwork for modern structural chemistry and bonding theory.
E1217095 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: Frankland’s valence theory | Statement: [Edward Frankland, knownFor, Frankland’s valence theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frankland’s valence theory
Context triple: [Edward Frankland, knownFor, Frankland’s valence theory]
  • A. 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.
  • 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. Heitler–London theory of the chemical bond
    The Heitler–London theory of the chemical bond is an early quantum mechanical model that explains covalent bonding by treating it as the result of electron exchange and spin pairing between atoms.
  • D. Revised Extended Standard Theory
    Revised Extended Standard Theory is a later development in generative grammar that expanded and refined Chomsky’s Standard Theory by incorporating more sophisticated treatments of syntax–semantics interfaces and constraints on transformations.
  • E. Baeyer strain theory of ring compounds
    The Baeyer strain theory of ring compounds is a historical chemical theory that explains the stability and reactivity of cyclic molecules in terms of angle strain arising from deviations of bond angles from the ideal tetrahedral value.
  • 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: Frankland’s valence theory
Triple: [Edward Frankland, knownFor, Frankland’s valence theory]
Generated description
Frankland’s valence theory is a 19th-century chemical concept that introduced the idea that elements have a fixed combining capacity (valence), laying groundwork for modern structural chemistry and bonding theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frankland’s valence theory
Target entity description: Frankland’s valence theory is a 19th-century chemical concept that introduced the idea that elements have a fixed combining capacity (valence), laying groundwork for modern structural chemistry and bonding theory.
  • A. 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.
  • 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. Heitler–London theory of the chemical bond
    The Heitler–London theory of the chemical bond is an early quantum mechanical model that explains covalent bonding by treating it as the result of electron exchange and spin pairing between atoms.
  • D. Revised Extended Standard Theory
    Revised Extended Standard Theory is a later development in generative grammar that expanded and refined Chomsky’s Standard Theory by incorporating more sophisticated treatments of syntax–semantics interfaces and constraints on transformations.
  • E. Baeyer strain theory of ring compounds
    The Baeyer strain theory of ring compounds is a historical chemical theory that explains the stability and reactivity of cyclic molecules in terms of angle strain arising from deviations of bond angles from the ideal tetrahedral value.
  • 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_69d883813098819084f5409539723b59 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e2f31f48190825af5934d976ab7 completed April 18, 2026, 7:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00582472388190a3c338ab636da9c6 completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a0059126e588190b531c145f3c155b4 completed May 10, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0059b5a1f8819089caefc121246739 completed May 10, 2026, 10:11 a.m.
Created at: April 10, 2026, 5:13 a.m.