Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000421

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001122

distance 0.157

#2 · Sanglicell 4930005876

distance 0.189 · cross-district

#3 · Sataracell 4940000329

distance 0.19

#4 · Sanglicell 4930004658

distance 0.192 · cross-district

#5 · Sanglicell 4930001677

distance 0.201 · cross-district

#6 · Sanglicell 4930004650

distance 0.202 · cross-district

#7 · Sanglicell 4930006391

distance 0.205 · cross-district

#8 · Sataracell 4940000371

distance 0.21

#9 · Sataracell 4940004604

distance 0.211

#10 · Sanglicell 4930004799

distance 0.211 · cross-district

#11 · Sanglicell 4930004948

distance 0.211 · cross-district

#12 · Sanglicell 4930005809

distance 0.214 · cross-district

#13 · Sanglicell 4930004039

distance 0.215 · cross-district

#14 · Sataracell 4940000666

distance 0.218

#15 · Sanglicell 4930004931

distance 0.222 · cross-district

#16 · Sataracell 4940001131

distance 0.223

#17 · Sataracell 4940000768

distance 0.225

#18 · Sataracell 4940004239

distance 0.229

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":4940000421}}}'

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.