Triple
T11120904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacques Monod |
E263011
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Monod–Wyman–Changeux model
The Monod–Wyman–Changeux model is a foundational allosteric theory in biochemistry that explains how proteins can exist in multiple conformational states whose equilibrium is shifted by ligand binding.
|
E906381
|
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: Monod–Wyman–Changeux model | Statement: [Jacques Monod, knownFor, Monod–Wyman–Changeux model]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monod–Wyman–Changeux model Context triple: [Jacques Monod, knownFor, Monod–Wyman–Changeux model]
-
A.
Hill equation
The Hill equation is a mathematical expression used in biochemistry and physiology to describe how the binding of ligands to macromolecules or the response to a drug depends on ligand concentration, often capturing cooperative binding behavior.
-
B.
Hodgkin–Huxley model
The Hodgkin–Huxley model is a mathematical description of how action potentials in neurons are initiated and propagated through voltage-gated ion channels in the cell membrane.
-
C.
Goldman–Hodgkin–Katz equation
The Goldman–Hodgkin–Katz equation is a biophysical formula that calculates a cell’s membrane potential by accounting for the relative permeabilities and concentrations of multiple ion species across the membrane.
-
D.
Tomonaga model
The Tomonaga model is an early theoretical framework in condensed matter physics that describes interacting electrons in one dimension and laid the groundwork for what became known as Luttinger liquid theory.
-
E.
Bohr effect
The Bohr effect is a physiological phenomenon in which increases in carbon dioxide concentration and acidity reduce hemoglobin’s affinity for oxygen, thereby facilitating oxygen release to tissues.
- 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: Monod–Wyman–Changeux model Triple: [Jacques Monod, knownFor, Monod–Wyman–Changeux model]
Generated description
The Monod–Wyman–Changeux model is a foundational allosteric theory in biochemistry that explains how proteins can exist in multiple conformational states whose equilibrium is shifted by ligand binding.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Monod–Wyman–Changeux model Target entity description: The Monod–Wyman–Changeux model is a foundational allosteric theory in biochemistry that explains how proteins can exist in multiple conformational states whose equilibrium is shifted by ligand binding.
-
A.
Hill equation
The Hill equation is a mathematical expression used in biochemistry and physiology to describe how the binding of ligands to macromolecules or the response to a drug depends on ligand concentration, often capturing cooperative binding behavior.
-
B.
Hodgkin–Huxley model
The Hodgkin–Huxley model is a mathematical description of how action potentials in neurons are initiated and propagated through voltage-gated ion channels in the cell membrane.
-
C.
Goldman–Hodgkin–Katz equation
The Goldman–Hodgkin–Katz equation is a biophysical formula that calculates a cell’s membrane potential by accounting for the relative permeabilities and concentrations of multiple ion species across the membrane.
-
D.
Tomonaga model
The Tomonaga model is an early theoretical framework in condensed matter physics that describes interacting electrons in one dimension and laid the groundwork for what became known as Luttinger liquid theory.
-
E.
Bohr effect
The Bohr effect is a physiological phenomenon in which increases in carbon dioxide concentration and acidity reduce hemoglobin’s affinity for oxygen, thereby facilitating oxygen release to tissues.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79af911b881908168f23a4918231c |
completed | April 9, 2026, 12:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d8406988190837a16d7ad8048d1 |
completed | April 19, 2026, 1:19 a.m. |
| NEDg | Description generation | batch_69e4374700b881908ebb185ae020487b |
completed | April 19, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4399385c08190852c3cbd730a1f11 |
completed | April 19, 2026, 2:10 a.m. |
Created at: April 8, 2026, 9:28 p.m.