Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004989

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005234

distance 0.072

#2 · Sanglicell 4930005238

distance 0.092

#3 · Solapurcell 4960000167

distance 0.107 · cross-district

#4 · Sanglicell 4930005233

distance 0.108

#5 · Sanglicell 4930005012

distance 0.114

#6 · Sanglicell 4930004303

distance 0.122

#7 · Solapurcell 4960000217

distance 0.129 · cross-district

#8 · Solapurcell 4960000146

distance 0.13 · cross-district

#9 · Solapurcell 4960000216

distance 0.131 · cross-district

#10 · Solapurcell 4960000329

distance 0.133 · cross-district

#11 · Sanglicell 4930004149

distance 0.134

#12 · Sanglicell 4930005239

distance 0.136

#13 · Sanglicell 4930006374

distance 0.137

#14 · Ahmednagarcell 4660000339

distance 0.141 · cross-district

#15 · Ahmednagarcell 4660000531

distance 0.147 · cross-district

#16 · Ahmednagarcell 4660000894

distance 0.148 · cross-district

#17 · Solapurcell 4960012349

distance 0.149 · cross-district

#18 · Ahmednagarcell 4660000414

distance 0.153 · 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":4930004989}}}'

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.