Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007253

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008787

distance 0.178

#2 · Sataracell 4940008726

distance 0.184

#3 · Sataracell 4940008656

distance 0.186

#4 · Sataracell 4940008240

distance 0.19

#5 · Sataracell 4940007511

distance 0.193

#6 · Sataracell 4940006818

distance 0.193

#7 · Sataracell 4940006969

distance 0.195

#8 · Sataracell 4940008587

distance 0.202

#9 · Sataracell 4940005151

distance 0.207

#10 · Solapurcell 4960008767

distance 0.208 · cross-district

#11 · Solapurcell 4960008861

distance 0.209 · cross-district

#12 · Sataracell 4940008872

distance 0.211

#13 · Punecell 4900001031

distance 0.212 · cross-district

#14 · Sataracell 4940007403

distance 0.214

#15 · Punecell 4900000590

distance 0.215 · cross-district

#16 · Sataracell 4940008504

distance 0.217

#17 · Ahmednagarcell 4660004527

distance 0.221 · cross-district

#18 · Ahmednagarcell 4660003832

distance 0.222 · 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":4940007253}}}'

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.