Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004773

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006465

distance 0.07 · cross-district

#2 · Sataracell 4940000736

distance 0.087 · cross-district

#3 · Kolhapurcell 4800006487

distance 0.1 · cross-district

#4 · Kolhapurcell 4800006458

distance 0.101 · cross-district

#5 · Sanglicell 4930004913

distance 0.106

#6 · Sataracell 4940000912

distance 0.106 · cross-district

#7 · Kolhapurcell 4800006485

distance 0.125 · cross-district

#8 · Kolhapurcell 4800006488

distance 0.138 · cross-district

#9 · Kolhapurcell 4800006441

distance 0.143 · cross-district

#10 · Kolhapurcell 4800006467

distance 0.145 · cross-district

#11 · Kolhapurcell 4800006484

distance 0.151 · cross-district

#12 · Sanglicell 4930005042

distance 0.153

#13 · Ratnagiricell 4920003185

distance 0.162 · cross-district

#14 · Sataracell 4940000960

distance 0.163 · cross-district

#15 · Sataracell 4940001024

distance 0.165 · cross-district

#16 · Sataracell 4940000902

distance 0.168 · cross-district

#17 · Sataracell 4940000440

distance 0.171 · cross-district

#18 · Sataracell 4940000670

distance 0.173 · cross-district

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":4930004773}}}'

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.