Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001931

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002706

distance 0.254

#2 · Sataracell 4940002593

distance 0.32

#3 · Beedcell 4700006134

distance 0.39 · cross-district

#4 · Amravaticell 4680007091

distance 0.395 · cross-district

#5 · Akolacell 4670001710

distance 0.407 · cross-district

#6 · Nashikcell 4870001855

distance 0.408 · cross-district

#7 · Ahmednagarcell 4660011305

distance 0.416 · cross-district

#8 · Nashikcell 4870001757

distance 0.417 · cross-district

#9 · Punecell 4900005644

distance 0.419 · cross-district

#10 · Amravaticell 4680000279

distance 0.421 · cross-district

#11 · Dharashivcell 4880000672

distance 0.43 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004068

distance 0.431 · cross-district

#13 · Gondiacell 4760004172

distance 0.432 · cross-district

#14 · Sanglicell 4930004834

distance 0.434 · cross-district

#15 · Nashikcell 4870006012

distance 0.434 · cross-district

#16 · Dharashivcell 4880005091

distance 0.435 · cross-district

#17 · Ahmednagarcell 4660009489

distance 0.439 · cross-district

#18 · Solapurcell 4960000891

distance 0.44 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940001931}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.