Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004112

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000261

distance 0.104 · cross-district

#2 · Solapurcell 4960000788

distance 0.139 · cross-district

#3 · Solapurcell 4960000099

distance 0.141 · cross-district

#4 · Solapurcell 4960000377

distance 0.142 · cross-district

#5 · Sanglicell 4930004991

distance 0.159

#6 · Solapurcell 4960005520

distance 0.16 · cross-district

#7 · Solapurcell 4960000187

distance 0.164 · cross-district

#8 · Solapurcell 4960000296

distance 0.165 · cross-district

#9 · Solapurcell 4960000188

distance 0.165 · cross-district

#10 · Beedcell 4700004683

distance 0.166 · cross-district

#11 · Beedcell 4700002056

distance 0.166 · cross-district

#12 · Beedcell 4700003303

distance 0.168 · cross-district

#13 · Beedcell 4700000869

distance 0.17 · cross-district

#14 · Dharashivcell 4880000874

distance 0.173 · cross-district

#15 · Dharashivcell 4880000804

distance 0.174 · cross-district

#16 · Solapurcell 4960005523

distance 0.176 · cross-district

#17 · Dharashivcell 4880003165

distance 0.176 · cross-district

#18 · Ahmednagarcell 4660003160

distance 0.176 · 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":4930004112}}}'

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.