Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003093

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003959

distance 0.095

#2 · Sanglicell 4930003091

distance 0.116

#3 · Sanglicell 4930003616

distance 0.17

#4 · Sanglicell 4930004431

distance 0.171

#5 · Sanglicell 4930001326

distance 0.176

#6 · Sanglicell 4930003272

distance 0.181

#7 · Sanglicell 4930002920

distance 0.193

#8 · Dharashivcell 4880001746

distance 0.193 · cross-district

#9 · Solapurcell 4960012390

distance 0.202 · cross-district

#10 · Dharashivcell 4880001221

distance 0.202 · cross-district

#11 · Dharashivcell 4880002242

distance 0.203 · cross-district

#12 · Dharashivcell 4880001135

distance 0.204 · cross-district

#13 · Dharashivcell 4880002295

distance 0.205 · cross-district

#14 · Sanglicell 4930003276

distance 0.205

#15 · Sanglicell 4930001467

distance 0.206

#16 · Dharashivcell 4880001322

distance 0.207 · cross-district

#17 · Sanglicell 4930002086

distance 0.207

#18 · Dharashivcell 4880001571

distance 0.209 · 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":4930003093}}}'

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.