Plain wording
stale · v3 provisional awaiting approvalWhat does each claim say, in one sentence a non-specialist can read?
for Spatially targeted inhibitory rhythms differentially affect neuronal integration · this layer across all papers · json
Provisional
This layer needs a corpus-scope decision that has not been ruled on yet, so what it produces would change if the decision changed. It waits on claim-format, relation-vocab.
Awaiting approval
Waiting for approval. That is a statement about the record, not about whether anyone has read this: people read the corpus without stamping what they read, and only a stamp leaves a trace. Approval is an operation on a version, not a step of its own — it is recorded against the version it was granted to, so running this layer again does not carry it forward.
Out of date
These inputs changed after this ran:
- claims/headley-2026-inhibitory-rhythms/ca-spikes-couple-20ms-before-ap.md
- claims/headley-2026-inhibitory-rhythms/gamma-perisomatic-no-dendritic-spike-change.md
- claims/headley-2026-inhibitory-rhythms/perisomatic-inhib-subtractive-divisive.md
What it produced29 claims
Read from site/src/data/plain-claims/headley-2026-inhibitory-rhythms.json · 7 KB. model supplied:runs/headley-2026-inhibitory-rhythms/plain-claim.answer.jsonprompt extract/prompts/plain-claim.md
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Distal dendritic inhibition cuts firing the same way perisomatic inhibition does, by raising the spike threshold rather than by suppressing dendritic spikes.
slug alt-distal-inhibition-raises-somatic-thresholdrole hypothesis
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Perisomatic and distal inhibition work through one shared mechanism, so perisomatic inhibition also controls dendritic spiking.
slug alt-perisomatic-and-distal-share-mechanismrole hypothesis
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Phase-dependent control of dendritic spikes and spike timing needs many cycles of a rhythm to build up.
slug alt-phase-modulation-requires-builduprole hypothesis
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Beta-rhythm inhibition on distal dendrites both raises dendritic spiking in its troughs and suppresses it in its peaks.
slug beta-bidirectional-dendritic-controlrole empiricalpanel fig5, fig7
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Clustered apical inputs reach the soma when they arrive in the trough of a distal beta rhythm and are blocked at its peak.
slug beta-gates-distal-apical-inputsrole empiricalpanel fig10
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Across a sweep of rhythm frequencies, beta near 20 Hz locks distal dendritic Ca²⁺ and NMDA spikes to phase most strongly.
slug beta-optimal-distal-dendritic-entrainmentrole empiricalpanel fig7
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Phase-dependent control of dendritic spikes and spike timing appears within the first few cycles of a beta or gamma burst.
slug burst-effects-emerge-first-cyclesrole empiricalpanel fig9
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Ca²⁺ spikes in apical tuft dendrites lead somatic action potentials by about 20 ms, most tightly in the most distal compartments.
slug ca-spikes-couple-20ms-before-aprole empiricalpanel fig2, fig3
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Doubling distal dendritic inhibition nearly silences the neuron by shutting down dendritic Ca²⁺ and NMDA spikes, not by raising spike threshold.
slug distal-inhib-drops-firing-02hzrole empiricalpanel fig4, fig5
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Changing the delay between excitation and inhibition barely moves the firing rate but changes which dendrites drive the spikes.
slug ei-lag-sensitivity-firing-raterole empiricalpanel fig4
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Gamma-rhythm inhibition near the soma gates clustered proximal and basal inputs by phase while leaving distal apical inputs largely alone.
slug gamma-gates-proximal-basal-inputsrole empiricalpanel fig10
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Across a sweep of rhythm frequencies, gamma modulates the somatic spike threshold most strongly when inhibition sits near the soma.
slug gamma-optimal-perisomatic-ap-modulationrole empiricalpanel fig8
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Gamma rhythms near the soma shift the spike threshold by phase without changing how often dendritic spikes occur.
slug gamma-perisomatic-no-dendritic-spike-changerole empiricalpanel fig5
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Perisomatic inhibition controls the soma's spike output, while distal dendritic inhibition controls dendritic spikes and their timing.
slug hypothesis-distinct-compartmental-rolesrole hypothesispanel hypothesis
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A rhythm controls a compartment best when its cycle matches the local spike timescale — gamma at the soma, beta at distal dendrites.
slug hypothesis-frequency-compartment-matchingrole hypothesispanel hypothesis
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Earlier work found that PV+ interneurons target the soma and accompany gamma, while SST+ interneurons target distal dendrites and beta.
slug interprets-pv-gamma-sst-beta-associationsrole literature-contextpanel fig10 synthesis / discussion
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Every result comes from a compartmental model of one layer 5 pyramidal neuron, with no network or population effects simulated.
slug l5-model-single-cell-scoperole scopepanel fig1A
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Na+ dendritic spikes in proximal compartments lead somatic action potentials by 2–3 ms, with coupling weakening farther from the soma.
slug na-spikes-couple-2to3ms-before-aprole empiricalpanel fig2, fig3
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Synaptic drive uses published experimental parameters and yields a typical in vivo firing rate, with no sensitivity analysis over those choices.
slug naturalistic-drive-parameterizationrole scopepanel fig1A (inset)
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NMDA spikes lead somatic action potentials by about 25 ms, longer than Na+ spikes because their kinetics are slower.
slug nmda-spikes-couple-25ms-before-aprole empiricalpanel fig2, fig3
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Doubling perisomatic inhibition nearly silences the neuron by raising the spike threshold, while dendritic spikes carry on.
slug perisomatic-inhib-drops-firing-07hzrole empiricalpanel fig4, fig5
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Perisomatic inhibition lowers both the neuron's baseline firing and the slope of its input-output curve, compressing its dynamic range.
slug perisomatic-inhib-subtractive-divisiverole empiricalpanel fig5, fig6
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Distal inhibition should work best at beta, whose cycle matches the roughly 20–25 ms lead of dendritic spikes over somatic spikes.
slug prediction-beta-optimal-distalrole predictionpanel prediction
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Doubling distal dendritic inhibition should cut firing by suppressing apical Ca²⁺ and NMDA spikes, leaving the spike threshold alone.
slug prediction-distal-dendritic-spike-mechanismrole predictionpanel prediction
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Perisomatic inhibition should work best at gamma, whose cycles match the 2–3 ms lead of proximal Na+ spikes over somatic spikes.
slug prediction-gamma-optimal-perisomaticrole predictionpanel prediction
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Beta at the distal dendrites should gate apical inputs and gamma at the soma should gate basal inputs, each working independently.
slug prediction-orthogonal-input-gatingrole predictionpanel prediction
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Perisomatic inhibition should both shift and flatten the somatic input-output curve rather than simply moving its operating point.
slug prediction-perisomatic-input-output-shapingrole predictionpanel prediction
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Doubling perisomatic inhibition should cut firing by raising the somatic spike threshold, leaving dendritic Ca²⁺ and NMDA spikes intact.
slug prediction-perisomatic-threshold-mechanismrole predictionpanel prediction
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The model explains why PV+ cells pair with gamma and SST+ cells with beta: each rhythm is optimal where that cell type makes its synapses.
slug pv-gamma-sst-beta-correspondencerole interpretationpanel fig10 (synthesis / discussion)
| # | slug | role | panel | plain |
|---|---|---|---|---|
| 1 | alt-distal-inhibition-raises-somatic-threshold | hypothesis | Distal dendritic inhibition cuts firing the same way perisomatic inhibition does, by raising the spike threshold rather than by suppressing dendritic spikes. | |
| 2 | alt-perisomatic-and-distal-share-mechanism | hypothesis | Perisomatic and distal inhibition work through one shared mechanism, so perisomatic inhibition also controls dendritic spiking. | |
| 3 | alt-phase-modulation-requires-buildup | hypothesis | Phase-dependent control of dendritic spikes and spike timing needs many cycles of a rhythm to build up. | |
| 4 | beta-bidirectional-dendritic-control | empirical | fig5, fig7 | Beta-rhythm inhibition on distal dendrites both raises dendritic spiking in its troughs and suppresses it in its peaks. |
| 5 | beta-gates-distal-apical-inputs | empirical | fig10 | Clustered apical inputs reach the soma when they arrive in the trough of a distal beta rhythm and are blocked at its peak. |
| 6 | beta-optimal-distal-dendritic-entrainment | empirical | fig7 | Across a sweep of rhythm frequencies, beta near 20 Hz locks distal dendritic Ca²⁺ and NMDA spikes to phase most strongly. |
| 7 | burst-effects-emerge-first-cycles | empirical | fig9 | Phase-dependent control of dendritic spikes and spike timing appears within the first few cycles of a beta or gamma burst. |
| 8 | ca-spikes-couple-20ms-before-ap | empirical | fig2, fig3 | Ca²⁺ spikes in apical tuft dendrites lead somatic action potentials by about 20 ms, most tightly in the most distal compartments. |
| 9 | distal-inhib-drops-firing-02hz | empirical | fig4, fig5 | Doubling distal dendritic inhibition nearly silences the neuron by shutting down dendritic Ca²⁺ and NMDA spikes, not by raising spike threshold. |
| 10 | ei-lag-sensitivity-firing-rate | empirical | fig4 | Changing the delay between excitation and inhibition barely moves the firing rate but changes which dendrites drive the spikes. |
| 11 | gamma-gates-proximal-basal-inputs | empirical | fig10 | Gamma-rhythm inhibition near the soma gates clustered proximal and basal inputs by phase while leaving distal apical inputs largely alone. |
| 12 | gamma-optimal-perisomatic-ap-modulation | empirical | fig8 | Across a sweep of rhythm frequencies, gamma modulates the somatic spike threshold most strongly when inhibition sits near the soma. |
| 13 | gamma-perisomatic-no-dendritic-spike-change | empirical | fig5 | Gamma rhythms near the soma shift the spike threshold by phase without changing how often dendritic spikes occur. |
| 14 | hypothesis-distinct-compartmental-roles | hypothesis | hypothesis | Perisomatic inhibition controls the soma's spike output, while distal dendritic inhibition controls dendritic spikes and their timing. |
| 15 | hypothesis-frequency-compartment-matching | hypothesis | hypothesis | A rhythm controls a compartment best when its cycle matches the local spike timescale — gamma at the soma, beta at distal dendrites. |
| 16 | interprets-pv-gamma-sst-beta-associations | literature-context | fig10 synthesis / discussion | Earlier work found that PV+ interneurons target the soma and accompany gamma, while SST+ interneurons target distal dendrites and beta. |
| 17 | l5-model-single-cell-scope | scope | fig1A | Every result comes from a compartmental model of one layer 5 pyramidal neuron, with no network or population effects simulated. |
| 18 | na-spikes-couple-2to3ms-before-ap | empirical | fig2, fig3 | Na+ dendritic spikes in proximal compartments lead somatic action potentials by 2–3 ms, with coupling weakening farther from the soma. |
| 19 | naturalistic-drive-parameterization | scope | fig1A (inset) | Synaptic drive uses published experimental parameters and yields a typical in vivo firing rate, with no sensitivity analysis over those choices. |
| 20 | nmda-spikes-couple-25ms-before-ap | empirical | fig2, fig3 | NMDA spikes lead somatic action potentials by about 25 ms, longer than Na+ spikes because their kinetics are slower. |
| 21 | perisomatic-inhib-drops-firing-07hz | empirical | fig4, fig5 | Doubling perisomatic inhibition nearly silences the neuron by raising the spike threshold, while dendritic spikes carry on. |
| 22 | perisomatic-inhib-subtractive-divisive | empirical | fig5, fig6 | Perisomatic inhibition lowers both the neuron's baseline firing and the slope of its input-output curve, compressing its dynamic range. |
| 23 | prediction-beta-optimal-distal | prediction | prediction | Distal inhibition should work best at beta, whose cycle matches the roughly 20–25 ms lead of dendritic spikes over somatic spikes. |
| 24 | prediction-distal-dendritic-spike-mechanism | prediction | prediction | Doubling distal dendritic inhibition should cut firing by suppressing apical Ca²⁺ and NMDA spikes, leaving the spike threshold alone. |
| 25 | prediction-gamma-optimal-perisomatic | prediction | prediction | Perisomatic inhibition should work best at gamma, whose cycles match the 2–3 ms lead of proximal Na+ spikes over somatic spikes. |
| 26 | prediction-orthogonal-input-gating | prediction | prediction | Beta at the distal dendrites should gate apical inputs and gamma at the soma should gate basal inputs, each working independently. |
| 27 | prediction-perisomatic-input-output-shaping | prediction | prediction | Perisomatic inhibition should both shift and flatten the somatic input-output curve rather than simply moving its operating point. |
| 28 | prediction-perisomatic-threshold-mechanism | prediction | prediction | Doubling perisomatic inhibition should cut firing by raising the somatic spike threshold, leaving dendritic Ca²⁺ and NMDA spikes intact. |
| 29 | pv-gamma-sst-beta-correspondence | interpretation | fig10 (synthesis / discussion) | The model explains why PV+ cells pair with gamma and SST+ cells with beta: each rhythm is optimal where that cell type makes its synapses. |
How it is defined
A model answers this layer, so the prompt is the layer. It is reproduced below from the committed file, and it is a declared input — editing it makes every run that used it stale.
The declaration names this path and the repository does not have it. An input that does not exist hashes to nothing, so it cannot make a run stale — the layer is declared to depend on something it is not in fact tracking.
The declaration names this path and the repository does not have it. An input that does not exist hashes to nothing, so it cannot make a run stale — the layer is declared to depend on something it is not in fact tracking.
Artifacts
Versions
From the run ledger. There is no changelog beside it to keep in step.
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v3 · 2026-09-12 · supplied:runs/headley-2026-inhibitory-rhythms/plain-claim.answer.json
re-run after the runner changed
python3 scripts/plain_claims.py headley-2026-inhibitory-rhythms --answer runs/headley-2026-inhibitory-rhythms/plain-claim.answer.json
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v2 · 2026-09-12 · Claude Opus 5 (subagent, via --answer)
re-run for the current tree
python3 scripts/plain_claims.py headley-2026-inhibitory-rhythms --answer runs/headley-2026-inhibitory-rhythms/plain-claim.answer.v2.json
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v1 · 2026-09-11 · supplied:runs/headley-2026-inhibitory-rhythms/plain-claim.answer.json
first run: one plain sentence per claim, answered by Claude Opus 5 through --dump-prompt and fed back through --answer
python3 scripts/plain_claims.py headley-2026-inhibitory-rhythms --answer runs/headley-2026-inhibitory-rhythms/plain-claim.answer.json
This layer across the corpus
Across the corpus
10 stale·a paper links to its own cell, where this layer's output for it is rendered
| Paper | State | Version | Last run | Output | Cell |
|---|---|---|---|---|---|
| A three-dimensional immunofluorescence atlas of the …re-run after the runner changed; no cost recorded — these answers predate the field | stale | v2 | 2026-09-12 | artiushin-2026-spider-atlas.json | json |
| Distinct representational properties of cues and con…re-run after the runner changed; no cost recorded — these answers predate the field | stale | v2 | 2026-09-12 | bouyeure-2026-fear-rsa.json | json |
| Computational modelling identifies key determinants …re-run after the runner changed; no cost recorded — these answers predate the field | stale | v2 | 2026-09-12 | ejdrup-2026-dopamine.json | json |
| Contributions of insula and superior temporal sulcus…re-run after the runner changed | stale | v6 | 2026-09-12 | gadeke-2026-guilt-insula.json | json |
| Spatially targeted inhibitory rhythms differentially…re-run after the runner changed | stale | v3 | 2026-09-12 | headley-2026-inhibitory-rhythms.json | json |
| Feedback of peripheral saccade targets to early fove…re-run after the runner changed; one wording added for the promoted claim | stale | v2 | 2026-09-12 | kammer-2026-foveal-feedback.json | json |
| iGABASnFR2 is an improved genetically encoded protei…re-run after the runner changed; no cost recorded — these answers predate the field | stale | v3 | 2026-09-12 | kolb-2026-igabasnfr2.json | json |
| A deep learning pipeline for mapping in situ network…re-run after the runner changed; no cost recorded — these answers predate the field | stale | v2 | 2026-09-12 | rozak-2026-neurovascular-dl.json | json |
| Self-association enhances early attentional selectio…re-run after the runner changed; no cost recorded — these answers predate the field | stale | v2 | 2026-09-12 | scheller-2026-self-prioritization.json | json |
| Impaired excitability of fast-spiking neurons in a n…re-run after the runner changed; no cost recorded — these answers predate the field | stale | v2 | 2026-09-12 | wengert-2026-kcnc1.json | json |
Inputs and outputs
- Reads, besides its dependencies
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- scripts/plain_claims.py · declared, and not in the repository — it hashes to nothing, so it cannot make a run stale
- extract/prompts/plain-claim.md · declared, and not in the repository — it hashes to nothing, so it cannot make a run stale
- Produces
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- site/src/data/plain-claims/{paper}.json
One per paper — the table above links each one that exists.
- Views
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- list — rendered above, over the 17 claims in the artifact
- table — rendered above, over the 17 claims in the artifact
Running it
The command comes from the declaration, so this text and what actually runs cannot
diverge. pipeline.py run also runs the unmet dependencies first.
python3 scripts/pipeline.py run <paper> plain-claim
Underneath, that runs python3 scripts/plain_claims.py {paper} --answer runs/{paper}/plain-claim.answer.json.