Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005262

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000643

distance 0.106 · cross-district

#2 · Sanglicell 4930005379

distance 0.125

#3 · Sanglicell 4930005011

distance 0.126

#4 · Ahmednagarcell 4660000660

distance 0.127 · cross-district

#5 · Solapurcell 4960012257

distance 0.128 · cross-district

#6 · Sanglicell 4930005260

distance 0.137

#7 · Sanglicell 4930005261

distance 0.137

#8 · Ahmednagarcell 4660003294

distance 0.138 · cross-district

#9 · Sanglicell 4930006304

distance 0.142

#10 · Ahmednagarcell 4660000198

distance 0.144 · cross-district

#11 · Solapurcell 4960000182

distance 0.145 · cross-district

#12 · Sanglicell 4930005259

distance 0.145

#13 · Dharashivcell 4880000935

distance 0.145 · cross-district

#14 · Ahmednagarcell 4660001461

distance 0.145 · cross-district

#15 · Sanglicell 4930004444

distance 0.147

#16 · Sanglicell 4930006992

distance 0.148

#17 · Ahmednagarcell 4660000347

distance 0.148 · cross-district

#18 · Solapurcell 4960000416

distance 0.149 · 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":4930005262}}}'

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.