Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007828

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960007907

distance 0.147 · cross-district

#2 · Sataracell 4940008440

distance 0.152

#3 · Solapurcell 4960008672

distance 0.164 · cross-district

#4 · Sataracell 4940006262

distance 0.182

#5 · Punecell 4900000587

distance 0.19 · cross-district

#6 · Sataracell 4940007612

distance 0.19

#7 · Solapurcell 4960008029

distance 0.19 · cross-district

#8 · Punecell 4900000172

distance 0.191 · cross-district

#9 · Sataracell 4940008138

distance 0.193

#10 · Sataracell 4940007512

distance 0.194

#11 · Sataracell 4940007596

distance 0.197

#12 · Nashikcell 4870004402

distance 0.197 · cross-district

#13 · Sataracell 4940007404

distance 0.198

#14 · Sataracell 4940008413

distance 0.2

#15 · Solapurcell 4960008862

distance 0.201 · cross-district

#16 · Sataracell 4940008137

distance 0.201

#17 · Sataracell 4940006151

distance 0.203

#18 · Sataracell 4940008198

distance 0.204

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":4940007828}}}'

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.