Triple

T5994055
Position Surface form Disambiguated ID Type / Status
Subject Paul J. Flory E133422 entity
Predicate notableStudent P4838 FINISHED
Object Walter H. Stockmayer
Walter H. Stockmayer was an influential American physical chemist and polymer scientist known for his pioneering theoretical work on the structure and behavior of macromolecules.
E566282 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: Walter H. Stockmayer | Statement: [Paul J. Flory, notableStudent, Walter H. Stockmayer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walter H. Stockmayer
Context triple: [Paul J. Flory, notableStudent, Walter H. Stockmayer]
  • A. Frederick Seitz
    Frederick Seitz was an influential American physicist and solid-state physics pioneer who served as president of the National Academy of Sciences and Rockefeller University.
  • B. George C. Schatz
    George C. Schatz is an American theoretical chemist renowned for his contributions to reaction dynamics, nanoscience, and computational chemistry.
  • C. Donald J. Cram
    Donald J. Cram was an American chemist renowned for his pioneering work in host–guest chemistry and the development of supramolecular chemistry, for which he received the Nobel Prize in Chemistry.
  • D. Frank H. Westheimer
    Frank H. Westheimer was a prominent American chemist renowned for his pioneering work in physical organic chemistry and enzyme mechanisms.
  • E. Herbert B. Callen
    Herbert B. Callen was an American physicist renowned for his foundational contributions to thermodynamics and statistical mechanics, including work on the fluctuation–dissipation theorem and the influential textbook "Thermodynamics and an Introduction to Thermostatistics."
  • 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: Walter H. Stockmayer
Triple: [Paul J. Flory, notableStudent, Walter H. Stockmayer]
Generated description
Walter H. Stockmayer was an influential American physical chemist and polymer scientist known for his pioneering theoretical work on the structure and behavior of macromolecules.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walter H. Stockmayer
Target entity description: Walter H. Stockmayer was an influential American physical chemist and polymer scientist known for his pioneering theoretical work on the structure and behavior of macromolecules.
  • A. Frederick Seitz
    Frederick Seitz was an influential American physicist and solid-state physics pioneer who served as president of the National Academy of Sciences and Rockefeller University.
  • B. George C. Schatz
    George C. Schatz is an American theoretical chemist renowned for his contributions to reaction dynamics, nanoscience, and computational chemistry.
  • C. Donald J. Cram
    Donald J. Cram was an American chemist renowned for his pioneering work in host–guest chemistry and the development of supramolecular chemistry, for which he received the Nobel Prize in Chemistry.
  • D. Frank H. Westheimer
    Frank H. Westheimer was a prominent American chemist renowned for his pioneering work in physical organic chemistry and enzyme mechanisms.
  • E. Herbert B. Callen
    Herbert B. Callen was an American physicist renowned for his foundational contributions to thermodynamics and statistical mechanics, including work on the fluctuation–dissipation theorem and the influential textbook "Thermodynamics and an Introduction to Thermostatistics."
  • 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_69c00870ddbc81909880fa3864f4f38d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04e92e1448190bbf961a8243082ee completed March 22, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11cd900a48190b5aa83c28b3dfc1a completed March 23, 2026, 10:58 a.m.
NEDg Description generation batch_69c11e4454948190a8f4643cb55e673a completed March 23, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69c11ec554688190bfe184608944a15e completed March 23, 2026, 11:06 a.m.
Created at: March 22, 2026, 4:05 p.m.