Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003320

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000497

distance 0.189 · cross-district

#2 · Sanglicell 4930005018

distance 0.191

#3 · Laturcell 4810006167

distance 0.192 · cross-district

#4 · Parbhanicell 4890001126

distance 0.222 · cross-district

#5 · Laturcell 4810005430

distance 0.222 · cross-district

#6 · Sanglicell 4930004013

distance 0.223

#7 · Beedcell 4700007877

distance 0.225 · cross-district

#8 · Dharashivcell 4880002242

distance 0.226 · cross-district

#9 · Solapurcell 4960002599

distance 0.234 · cross-district

#10 · Parbhanicell 4890000016

distance 0.235 · cross-district

#11 · Parbhanicell 4890000175

distance 0.239 · cross-district

#12 · Beedcell 4700007069

distance 0.241 · cross-district

#13 · Dharashivcell 4880006160

distance 0.241 · cross-district

#14 · Laturcell 4810005895

distance 0.242 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000408

distance 0.244 · cross-district

#16 · Laturcell 4810001769

distance 0.245 · cross-district

#17 · Dharashivcell 4880002533

distance 0.245 · cross-district

#18 · Laturcell 4810006146

distance 0.247 · 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":4930003320}}}'

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.