Plain wording

stale · v3 provisional awaiting approval

What 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Out of date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

  1. 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

  2. Perisomatic and distal inhibition work through one shared mechanism, so perisomatic inhibition also controls dendritic spiking.

    slug alt-perisomatic-and-distal-share-mechanismrole hypothesis

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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)

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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)

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.

scripts/plain_claims.pythe script that runs itnot in the repository

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.

extract/prompts/plain-claim.mdthe prompt it runs undernot in the repository

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.

  1. 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

  2. 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

  3. 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

PaperStateVersionLast runOutputCell
A three-dimensional immunofluorescence atlas of the …re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12artiushin-2026-spider-atlas.jsonjson
Distinct representational properties of cues and con…re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12bouyeure-2026-fear-rsa.jsonjson
Computational modelling identifies key determinants …re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12ejdrup-2026-dopamine.jsonjson
Contributions of insula and superior temporal sulcus…re-run after the runner changedstalev62026-09-12gadeke-2026-guilt-insula.jsonjson
Spatially targeted inhibitory rhythms differentially…re-run after the runner changedstalev32026-09-12headley-2026-inhibitory-rhythms.jsonjson
Feedback of peripheral saccade targets to early fove…re-run after the runner changed; one wording added for the promoted claimstalev22026-09-12kammer-2026-foveal-feedback.jsonjson
iGABASnFR2 is an improved genetically encoded protei…re-run after the runner changed; no cost recorded — these answers predate the fieldstalev32026-09-12kolb-2026-igabasnfr2.jsonjson
A deep learning pipeline for mapping in situ network…re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12rozak-2026-neurovascular-dl.jsonjson
Self-association enhances early attentional selectio…re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12scheller-2026-self-prioritization.jsonjson
Impaired excitability of fast-spiking neurons in a n…re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12wengert-2026-kcnc1.jsonjson

Inputs and outputs

Reads, besides its dependencies
Produces
  • site/src/data/plain-claims/{paper}.json

One per paper — the table above links each one that exists.

Views
  • 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.