Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940006521

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003097

distance 0.158

#2 · Sataracell 4940005139

distance 0.179

#3 · Sataracell 4940002649

distance 0.185

#4 · Sataracell 4940002314

distance 0.19

#5 · Sataracell 4940001884

distance 0.192

#6 · Sataracell 4940006063

distance 0.198

#7 · Sataracell 4940006629

distance 0.198

#8 · Sataracell 4940006627

distance 0.205

#9 · Sataracell 4940002997

distance 0.205

#10 · Solapurcell 4960007537

distance 0.206 · cross-district

#11 · Sataracell 4940004866

distance 0.207

#12 · Sanglicell 4930006757

distance 0.209 · cross-district

#13 · Sataracell 4940005236

distance 0.21

#14 · Sataracell 4940005013

distance 0.212

#15 · Sataracell 4940003448

distance 0.215

#16 · Nashikcell 4870010007

distance 0.218 · cross-district

#17 · Sataracell 4940003441

distance 0.22

#18 · Sataracell 4940001787

distance 0.222

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":4940006521}}}'

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.