Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002721

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002731

distance 0.117

#2 · Sataracell 4940003404

distance 0.118

#3 · Sataracell 4940002948

distance 0.128

#4 · Sataracell 4940002841

distance 0.134

#5 · Sataracell 4940002277

distance 0.138

#6 · Sataracell 4940002955

distance 0.146

#7 · Sataracell 4940003514

distance 0.147

#8 · Sataracell 4940002723

distance 0.148

#9 · Sataracell 4940002842

distance 0.15

#10 · Sataracell 4940002610

distance 0.15

#11 · Sataracell 4940002383

distance 0.153

#12 · Sataracell 4940002058

distance 0.158

#13 · Sataracell 4940001956

distance 0.159

#14 · Sataracell 4940003395

distance 0.159

#15 · Sataracell 4940002619

distance 0.16

#16 · Sataracell 4940003513

distance 0.161

#17 · Sataracell 4940002164

distance 0.162

#18 · Kolhapurcell 4800002733

distance 0.167 · 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":4940002721}}}'

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.