Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005475

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960001034

distance 0.135 · cross-district

#2 · Sanglicell 4930004442

distance 0.152

#3 · Sanglicell 4930004458

distance 0.156

#4 · Dharashivcell 4880001372

distance 0.163 · cross-district

#5 · Dharashivcell 4880001716

distance 0.17 · cross-district

#6 · Solapurcell 4960000708

distance 0.171 · cross-district

#7 · Beedcell 4700001281

distance 0.172 · cross-district

#8 · Solapurcell 4960000004

distance 0.176 · cross-district

#9 · Solapurcell 4960003136

distance 0.178 · cross-district

#10 · Beedcell 4700003852

distance 0.178 · cross-district

#11 · Solapurcell 4960008460

distance 0.179 · cross-district

#12 · Sanglicell 4930002922

distance 0.18

#13 · Solapurcell 4960000141

distance 0.182 · cross-district

#14 · Sanglicell 4930004143

distance 0.182

#15 · Beedcell 4700003306

distance 0.184 · cross-district

#16 · Solapurcell 4960002169

distance 0.187 · cross-district

#17 · Sanglicell 4930003441

distance 0.188

#18 · Solapurcell 4960000965

distance 0.189 · 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":4930005475}}}'

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.