Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006785

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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006784

distance 0.083

#2 · Sanglicell 4930007189

distance 0.11

#3 · Solapurcell 4960002393

distance 0.135 · cross-district

#4 · Sanglicell 4930007087

distance 0.147

#5 · Solapurcell 4960002678

distance 0.148 · cross-district

#6 · Solapurcell 4960004055

distance 0.157 · cross-district

#7 · Sanglicell 4930007190

distance 0.164

#8 · Solapurcell 4960005107

distance 0.172 · cross-district

#9 · Ahmednagarcell 4660002749

distance 0.175 · cross-district

#10 · Ahmednagarcell 4660006271

distance 0.177 · cross-district

#11 · Sanglicell 4930006720

distance 0.177

#12 · Sanglicell 4930006783

distance 0.18

#13 · Sataracell 4940002230

distance 0.183 · cross-district

#14 · Solapurcell 4960004654

distance 0.184 · cross-district

#15 · Sataracell 4940003125

distance 0.186 · cross-district

#16 · Sanglicell 4930006903

distance 0.191

#17 · Sanglicell 4930007194

distance 0.193

#18 · Sanglicell 4930006724

distance 0.193

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":4930006785}}}'

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.