Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006195

The MH-36 locality cells most similar to this Sangli 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006127

distance 0.133

#2 · Sanglicell 4930005638

distance 0.137

#3 · Sanglicell 4930005200

distance 0.167

#4 · Sanglicell 4930006425

distance 0.18

#5 · Sanglicell 4930005814

distance 0.18

#6 · Sanglicell 4930004400

distance 0.186

#7 · Sanglicell 4930004871

distance 0.19

#8 · Sanglicell 4930005070

distance 0.19

#9 · Laturcell 4810000164

distance 0.202 · cross-district

#10 · Sanglicell 4930004547

distance 0.203

#11 · Sanglicell 4930005543

distance 0.203

#12 · Sataracell 4940003121

distance 0.204 · cross-district

#13 · Sanglicell 4930005323

distance 0.206

#14 · Sanglicell 4930005648

distance 0.207

#15 · Sanglicell 4930005644

distance 0.208

#16 · Sanglicell 4930005969

distance 0.208

#17 · Sataracell 4940003234

distance 0.21 · cross-district

#18 · Sanglicell 4930004731

distance 0.21

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":493,"cluster_id":4930006195}}}'

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.