Triple
T22729280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flory–Huggins solution theory |
E562086
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object | Maurice L. Huggins |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 17, 2026, 3:21 p.m.