Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006456

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006177

distance 0.135

#2 · Sanglicell 4930006516

distance 0.136

#3 · Sataracell 4940001134

distance 0.143 · cross-district

#4 · Sanglicell 4930004801

distance 0.147

#5 · Sanglicell 4930004668

distance 0.163

#6 · Sanglicell 4930006524

distance 0.166

#7 · Sanglicell 4930002161

distance 0.168

#8 · Sanglicell 4930006575

distance 0.174

#9 · Dharashivcell 4880003418

distance 0.179 · cross-district

#10 · Sanglicell 4930004800

distance 0.18

#11 · Buldhanacell 4720003989

distance 0.188 · cross-district

#12 · Sanglicell 4930005629

distance 0.19

#13 · Dharashivcell 4880000163

distance 0.192 · cross-district

#14 · Dharashivcell 4880000164

distance 0.193 · cross-district

#15 · Ahmednagarcell 4660002157

distance 0.195 · cross-district

#16 · Laturcell 4810000659

distance 0.196 · cross-district

#17 · Sanglicell 4930006315

distance 0.197

#18 · Solapurcell 4960010382

distance 0.199 · 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":4930006456}}}'

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.