Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006728

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006653

distance 0.084

#2 · Solapurcell 4960004061

distance 0.147 · cross-district

#3 · Sanglicell 4930007182

distance 0.147

#4 · Solapurcell 4960002815

distance 0.159 · cross-district

#5 · Sanglicell 4930006727

distance 0.162

#6 · Ahmednagarcell 4660007947

distance 0.163 · cross-district

#7 · Sataracell 4940002904

distance 0.165 · cross-district

#8 · Sanglicell 4930007106

distance 0.166

#9 · Sanglicell 4930007072

distance 0.168

#10 · Sanglicell 4930007156

distance 0.168

#11 · Sanglicell 4930006944

distance 0.169

#12 · Sataracell 4940003013

distance 0.173 · cross-district

#13 · Sanglicell 4930006658

distance 0.175

#14 · Ahmednagarcell 4660007356

distance 0.175 · cross-district

#15 · Sanglicell 4930007162

distance 0.179

#16 · Sanglicell 4930006652

distance 0.18

#17 · Solapurcell 4960000895

distance 0.18 · cross-district

#18 · Sanglicell 4930006729

distance 0.183

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":4930006728}}}'

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.