Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007191

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960001634

distance 0.114 · cross-district

#2 · Solapurcell 4960004214

distance 0.13 · cross-district

#3 · Sanglicell 4930007160

distance 0.137

#4 · Solapurcell 4960003096

distance 0.148 · cross-district

#5 · Sanglicell 4930007113

distance 0.161

#6 · Ahmednagarcell 4660002891

distance 0.181 · cross-district

#7 · Ahmednagarcell 4660002544

distance 0.181 · cross-district

#8 · Ahmednagarcell 4660003176

distance 0.182 · cross-district

#9 · Solapurcell 4960003922

distance 0.19 · cross-district

#10 · Ahmednagarcell 4660003238

distance 0.196 · cross-district

#11 · Solapurcell 4960012051

distance 0.199 · cross-district

#12 · Ahmednagarcell 4660000789

distance 0.2 · cross-district

#13 · Solapurcell 4960003925

distance 0.201 · cross-district

#14 · Solapurcell 4960003503

distance 0.201 · cross-district

#15 · Ahmednagarcell 4660003157

distance 0.203 · cross-district

#16 · Sanglicell 4930007047

distance 0.205

#17 · Ahmednagarcell 4660001619

distance 0.205 · cross-district

#18 · Ahmednagarcell 4660004179

distance 0.207 · 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":4930007191}}}'

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.