Triple

T22729280
Position Surface form Disambiguated ID Type / Status
Subject Flory–Huggins solution theory E562086 entity
Predicate developedBy P73 FINISHED
Object Maurice L. Huggins
Maurice L. Huggins was an American physical chemist known for his pioneering contributions to polymer science and thermodynamics, including co-developing the Flory–Huggins solution theory.
 E1551697 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: Maurice L. Huggins | Statement: [Flory–Huggins solution theory, developedBy, Maurice L. Huggins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maurice L. Huggins
Context triple: [Flory–Huggins solution theory, developedBy, Maurice L. Huggins]
  • A. Alexander R. Todd
    Alexander R. Todd was a Scottish biochemist and Nobel laureate renowned for his pioneering work on the chemistry of nucleotides and nucleic acids.
  • B. Hugo Ehrlich
    Hugo Ehrlich was a Croatian architect known for his significant contributions to early 20th-century architecture in Zagreb.
  • C. Arthur Kornberg
    Arthur Kornberg was an American biochemist renowned for discovering DNA polymerase and elucidating the mechanisms of DNA replication, work for which he shared the Nobel Prize in Physiology or Medicine.
  • D. Paul J. Flory
    Paul J. Flory was an American chemist renowned for his pioneering work in polymer chemistry, for which he received the Nobel Prize in Chemistry in 1974.
  • E. Derek H. R. Barton
    Derek H. R. Barton was a Nobel Prize–winning British chemist renowned for his pioneering work in conformational analysis and major contributions to organic chemistry.
  • 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: Maurice L. Huggins
Triple: [Flory–Huggins solution theory, developedBy, Maurice L. Huggins]
Generated description
Maurice L. Huggins was an American physical chemist known for his pioneering contributions to polymer science and thermodynamics, including co-developing the Flory–Huggins solution theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maurice L. Huggins
Target entity description: Maurice L. Huggins was an American physical chemist known for his pioneering contributions to polymer science and thermodynamics, including co-developing the Flory–Huggins solution theory.
  • A. Alexander R. Todd
    Alexander R. Todd was a Scottish biochemist and Nobel laureate renowned for his pioneering work on the chemistry of nucleotides and nucleic acids.
  • B. Hugo Ehrlich
    Hugo Ehrlich was a Croatian architect known for his significant contributions to early 20th-century architecture in Zagreb.
  • C. Arthur Kornberg
    Arthur Kornberg was an American biochemist renowned for discovering DNA polymerase and elucidating the mechanisms of DNA replication, work for which he shared the Nobel Prize in Physiology or Medicine.
  • D. Paul J. Flory
    Paul J. Flory was an American chemist renowned for his pioneering work in polymer chemistry, for which he received the Nobel Prize in Chemistry in 1974.
  • E. Derek H. R. Barton
    Derek H. R. Barton was a Nobel Prize–winning British chemist renowned for his pioneering work in conformational analysis and major contributions to organic chemistry.
  • 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.