Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002521

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001671

distance 0.123

#2 · Sataracell 4940002751

distance 0.157

#3 · Sataracell 4940001502

distance 0.159

#4 · Sataracell 4940002302

distance 0.164

#5 · Sataracell 4940001861

distance 0.171

#6 · Sataracell 4940003317

distance 0.172

#7 · Sataracell 4940001589

distance 0.175

#8 · Sataracell 4940002407

distance 0.176

#9 · Sataracell 4940002085

distance 0.183

#10 · Sanglicell 4930006594

distance 0.184 · cross-district

#11 · Sataracell 4940002523

distance 0.193

#12 · Sataracell 4940003537

distance 0.2

#13 · Sataracell 4940001686

distance 0.2

#14 · Sanglicell 4930006665

distance 0.202 · cross-district

#15 · Sataracell 4940003081

distance 0.203

#16 · Sataracell 4940002902

distance 0.203

#17 · Sanglicell 4930006666

distance 0.21 · cross-district

#18 · Sataracell 4940002975

distance 0.212

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":4940002521}}}'

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.