Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008482

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960008681

distance 0.153 · cross-district

#2 · Sataracell 4940008191

distance 0.167

#3 · Punecell 4900001300

distance 0.189 · cross-district

#4 · Ahmednagarcell 4660003824

distance 0.189 · cross-district

#5 · Solapurcell 4960009064

distance 0.203 · cross-district

#6 · Sataracell 4940006594

distance 0.207

#7 · Punecell 4900000345

distance 0.207 · cross-district

#8 · Sataracell 4940008680

distance 0.21

#9 · Sataracell 4940008481

distance 0.212

#10 · Ahmednagarcell 4660000021

distance 0.213 · cross-district

#11 · Sataracell 4940008792

distance 0.218

#12 · Solapurcell 4960009281

distance 0.222 · cross-district

#13 · Sataracell 4940008085

distance 0.222

#14 · Punecell 4900000276

distance 0.223 · cross-district

#15 · Solapurcell 4960011896

distance 0.224 · cross-district

#16 · Punecell 4900000269

distance 0.224 · cross-district

#17 · Punecell 4900004310

distance 0.225 · cross-district

#18 · Punecell 4900000275

distance 0.226 · 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":4940008482}}}'

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.