Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004839

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004707

distance 0.145

#2 · Solapurcell 4960000091

distance 0.165 · cross-district

#3 · Ahmednagarcell 4660004415

distance 0.203 · cross-district

#4 · Sanglicell 4930005467

distance 0.206

#5 · Solapurcell 4960000011

distance 0.21 · cross-district

#6 · Sanglicell 4930005235

distance 0.214

#7 · Sanglicell 4930004419

distance 0.215

#8 · Sanglicell 4930004418

distance 0.216

#9 · Sanglicell 4930004697

distance 0.217

#10 · Dharashivcell 4880000624

distance 0.218 · cross-district

#11 · Sanglicell 4930004254

distance 0.222

#12 · Sanglicell 4930004126

distance 0.223

#13 · Sanglicell 4930004108

distance 0.224

#14 · Sanglicell 4930005937

distance 0.226

#15 · Sanglicell 4930005835

distance 0.228

#16 · Sanglicell 4930003599

distance 0.229

#17 · Ahmednagarcell 4660004173

distance 0.229 · cross-district

#18 · Sanglicell 4930004410

distance 0.229

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":4930004839}}}'

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.