Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007073

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002397

distance 0.156 · cross-district

#2 · Solapurcell 4960002682

distance 0.166 · cross-district

#3 · Sanglicell 4930006727

distance 0.168

#4 · Solapurcell 4960004061

distance 0.17 · cross-district

#5 · Sanglicell 4930007040

distance 0.175

#6 · Sanglicell 4930006653

distance 0.181

#7 · Punecell 4900001210

distance 0.183 · cross-district

#8 · Ahmednagarcell 4660001754

distance 0.185 · cross-district

#9 · Ahmednagarcell 4660001647

distance 0.189 · cross-district

#10 · Solapurcell 4960010858

distance 0.192 · cross-district

#11 · Sanglicell 4930007072

distance 0.194

#12 · Sanglicell 4930006728

distance 0.197

#13 · Solapurcell 4960010788

distance 0.198 · cross-district

#14 · Ahmednagarcell 4660001342

distance 0.198 · cross-district

#15 · Solapurcell 4960010477

distance 0.199 · cross-district

#16 · Solapurcell 4960010307

distance 0.2 · cross-district

#17 · Dharashivcell 4880003314

distance 0.2 · cross-district

#18 · Ahmednagarcell 4660003836

distance 0.202 · 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":4930007073}}}'

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.