Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002003

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004758

distance 0.157

#2 · Sataracell 4940002106

distance 0.165

#3 · Sataracell 4940008008

distance 0.262

#4 · Solapurcell 4960007415

distance 0.283 · cross-district

#5 · Sataracell 4940002194

distance 0.291

#6 · Nashikcell 4870001313

distance 0.297 · cross-district

#7 · Sanglicell 4930006053

distance 0.307 · cross-district

#8 · Ahmednagarcell 4660013958

distance 0.307 · cross-district

#9 · Sanglicell 4930005974

distance 0.308 · cross-district

#10 · Sanglicell 4930005734

distance 0.322 · cross-district

#11 · Solapurcell 4960002024

distance 0.329 · cross-district

#12 · Sanglicell 4930001256

distance 0.331 · cross-district

#13 · Ahmednagarcell 4660014123

distance 0.34 · cross-district

#14 · Amravaticell 4680001808

distance 0.342 · cross-district

#15 · Kolhapurcell 4800005397

distance 0.342 · cross-district

#16 · Solapurcell 4960001187

distance 0.345 · cross-district

#17 · Solapurcell 4960002286

distance 0.348 · cross-district

#18 · Sataracell 4940002554

distance 0.348

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":4940002003}}}'

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.