Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006964

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002013

distance 0.122 · cross-district

#2 · Sataracell 4940002904

distance 0.132 · cross-district

#3 · Sataracell 4940003693

distance 0.141 · cross-district

#4 · Sataracell 4940002339

distance 0.153 · cross-district

#5 · Sataracell 4940003013

distance 0.154 · cross-district

#6 · Sanglicell 4930007040

distance 0.162

#7 · Sanglicell 4930006863

distance 0.165

#8 · Sanglicell 4930006727

distance 0.166

#9 · Sataracell 4940001912

distance 0.167 · cross-district

#10 · Sanglicell 4930006974

distance 0.17

#11 · Sataracell 4940004775

distance 0.173 · cross-district

#12 · Sanglicell 4930006935

distance 0.178

#13 · Sanglicell 4930006969

distance 0.18

#14 · Sataracell 4940003700

distance 0.184 · cross-district

#15 · Sanglicell 4930006944

distance 0.184

#16 · Sanglicell 4930006728

distance 0.188

#17 · Sanglicell 4930007002

distance 0.191

#18 · Sanglicell 4930006653

distance 0.194

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":4930006964}}}'

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.