Triple

T22729155
Position Surface form Disambiguated ID Type / Status
Subject Paul J. Flory E562082 entity
Predicate notableWork P4 FINISHED
Object Flory–Fox equation
The Flory–Fox equation is a fundamental polymer science relation that connects the glass transition temperature of a polymer to its molecular weight.
E1551695 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: Flory–Fox equation | Statement: [Paul J. Flory, notableWork, Flory–Fox equation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flory–Fox equation
Context triple: [Paul J. Flory, notableWork, Flory–Fox equation]
  • A. Flory–Huggins solution theory
    Flory–Huggins solution theory is a thermodynamic model that describes the mixing behavior and phase separation of polymer solutions by accounting for the size difference between polymer chains and solvent molecules.
  • B. Carothers equation
    The Carothers equation is a fundamental relation in polymer chemistry that links the average degree of polymerization to the extent of reaction in step-growth polymerizations.
  • C. Ornstein–Zernike equation
    The Ornstein–Zernike equation is a fundamental relation in statistical mechanics that links the total and direct correlation functions of a fluid, forming the basis for many liquid-state theories and approximations.
  • D. Anderson–Schulz–Flory distribution
    The Anderson–Schulz–Flory distribution is a statistical model that predicts the chain-length distribution of hydrocarbons formed during polymerization-type reactions such as the Fischer–Tropsch synthesis.
  • E. Gibbs–Duhem equation
    The Gibbs–Duhem equation is a fundamental thermodynamic relation that links changes in chemical potential, temperature, and pressure for multicomponent systems, ensuring consistency among intensive variables.
  • 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: Flory–Fox equation
Triple: [Paul J. Flory, notableWork, Flory–Fox equation]
Generated description
The Flory–Fox equation is a fundamental polymer science relation that connects the glass transition temperature of a polymer to its molecular weight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flory–Fox equation
Target entity description: The Flory–Fox equation is a fundamental polymer science relation that connects the glass transition temperature of a polymer to its molecular weight.
  • A. Flory–Huggins solution theory
    Flory–Huggins solution theory is a thermodynamic model that describes the mixing behavior and phase separation of polymer solutions by accounting for the size difference between polymer chains and solvent molecules.
  • B. Carothers equation
    The Carothers equation is a fundamental relation in polymer chemistry that links the average degree of polymerization to the extent of reaction in step-growth polymerizations.
  • C. Ornstein–Zernike equation
    The Ornstein–Zernike equation is a fundamental relation in statistical mechanics that links the total and direct correlation functions of a fluid, forming the basis for many liquid-state theories and approximations.
  • D. Anderson–Schulz–Flory distribution
    The Anderson–Schulz–Flory distribution is a statistical model that predicts the chain-length distribution of hydrocarbons formed during polymerization-type reactions such as the Fischer–Tropsch synthesis.
  • E. Gibbs–Duhem equation
    The Gibbs–Duhem equation is a fundamental thermodynamic relation that links changes in chemical potential, temperature, and pressure for multicomponent systems, ensuring consistency among intensive variables.
  • 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_69e24550859c81908727d91efc3a81b4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1792be7d88190b6d7d79041fcba25 completed April 29, 2026, 3:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b8fc861608190b893143fa1731a44 completed May 18, 2026, 10:16 p.m.
NEDg Description generation batch_6a0b915f977081908597964dc1cfe02e completed May 18, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9226e2f88190835a9b80f9a096c7 completed May 18, 2026, 10:26 p.m.
Created at: April 17, 2026, 3:21 p.m.