Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001686

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001780

distance 0.118

#2 · Sataracell 4940003189

distance 0.13

#3 · Sataracell 4940001502

distance 0.141

#4 · Sataracell 4940002631

distance 0.143

#5 · Sataracell 4940002085

distance 0.149

#6 · Sanglicell 4930006594

distance 0.159 · cross-district

#7 · Sataracell 4940001978

distance 0.159

#8 · Sataracell 4940002526

distance 0.16

#9 · Sataracell 4940002409

distance 0.178

#10 · Sataracell 4940002413

distance 0.179

#11 · Sataracell 4940002966

distance 0.183

#12 · Sataracell 4940002523

distance 0.185

#13 · Sataracell 4940003079

distance 0.186

#14 · Sataracell 4940003078

distance 0.186

#15 · Sataracell 4940003416

distance 0.188

#16 · Sanglicell 4930006599

distance 0.19 · cross-district

#17 · Sataracell 4940003317

distance 0.191

#18 · Sataracell 4940002853

distance 0.193

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":4940001686}}}'

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.