Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006012

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006087

distance 0.146

#2 · Nashikcell 4870003726

distance 0.168 · cross-district

#3 · Nashikcell 4870004295

distance 0.168 · cross-district

#4 · Sanglicell 4930006583

distance 0.173

#5 · Ahmednagarcell 4660003568

distance 0.176 · cross-district

#6 · Dharashivcell 4880005672

distance 0.176 · cross-district

#7 · Nashikcell 4870003028

distance 0.177 · cross-district

#8 · Ahmednagarcell 4660004838

distance 0.178 · cross-district

#9 · Nashikcell 4870007112

distance 0.182 · cross-district

#10 · Nashikcell 4870012885

distance 0.183 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003844

distance 0.186 · cross-district

#12 · Nashikcell 4870004012

distance 0.186 · cross-district

#13 · Sanglicell 4930004451

distance 0.187

#14 · Sanglicell 4930006165

distance 0.188

#15 · Ahmednagarcell 4660012205

distance 0.19 · cross-district

#16 · Ahmednagarcell 4660012192

distance 0.19 · cross-district

#17 · Ahmednagarcell 4660012204

distance 0.19 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004328

distance 0.19 · 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":4930006012}}}'

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.