Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002113

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003233

distance 0.137

#2 · Sataracell 4940002233

distance 0.141

#3 · Sataracell 4940003476

distance 0.149

#4 · Sataracell 4940003595

distance 0.161

#5 · Sataracell 4940001527

distance 0.165

#6 · Sataracell 4940002455

distance 0.169

#7 · Sanglicell 4930006768

distance 0.173 · cross-district

#8 · Sataracell 4940003240

distance 0.178

#9 · Sanglicell 4930006996

distance 0.18 · cross-district

#10 · Sanglicell 4930006772

distance 0.181 · cross-district

#11 · Sataracell 4940002116

distance 0.184

#12 · Sataracell 4940003592

distance 0.186

#13 · Sataracell 4940003593

distance 0.196

#14 · Sanglicell 4930004670

distance 0.196 · cross-district

#15 · Sanglicell 4930005905

distance 0.197 · cross-district

#16 · Sataracell 4940001711

distance 0.198

#17 · Sataracell 4940003699

distance 0.201

#18 · Sataracell 4940002785

distance 0.202

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":4940002113}}}'

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.