Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004167

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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000760

distance 0.121 · cross-district

#2 · Sanglicell 4930002967

distance 0.13

#3 · Sanglicell 4930005609

distance 0.137

#4 · Sanglicell 4930004002

distance 0.141

#5 · Solapurcell 4960000307

distance 0.143 · cross-district

#6 · Solapurcell 4960000197

distance 0.147 · cross-district

#7 · Sanglicell 4930004482

distance 0.152

#8 · Solapurcell 4960001009

distance 0.155 · cross-district

#9 · Solapurcell 4960002192

distance 0.156 · cross-district

#10 · Solapurcell 4960000434

distance 0.157 · cross-district

#11 · Solapurcell 4960000674

distance 0.165 · cross-district

#12 · Solapurcell 4960002331

distance 0.169 · cross-district

#13 · Solapurcell 4960001002

distance 0.169 · cross-district

#14 · Sanglicell 4930002134

distance 0.171

#15 · Sanglicell 4930002292

distance 0.174

#16 · Solapurcell 4960002752

distance 0.176 · cross-district

#17 · Solapurcell 4960000498

distance 0.178 · cross-district

#18 · Solapurcell 4960000114

distance 0.178 · 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":4930004167}}}'

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.