Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006628

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001613

distance 0.118 · cross-district

#2 · Sanglicell 4930006641

distance 0.123

#3 · Sataracell 4940002806

distance 0.137 · cross-district

#4 · Sataracell 4940002918

distance 0.151 · cross-district

#5 · Sanglicell 4930005195

distance 0.154

#6 · Sanglicell 4930007118

distance 0.154

#7 · Sataracell 4940002917

distance 0.158 · cross-district

#8 · Sanglicell 4930005435

distance 0.161

#9 · Sanglicell 4930006046

distance 0.169

#10 · Sanglicell 4930006819

distance 0.17

#11 · Sanglicell 4930007091

distance 0.17

#12 · Sanglicell 4930007129

distance 0.175

#13 · Sanglicell 4930005897

distance 0.176

#14 · Sanglicell 4930005972

distance 0.179

#15 · Sanglicell 4930005441

distance 0.188

#16 · Sataracell 4940002576

distance 0.188 · cross-district

#17 · Sataracell 4940002916

distance 0.189 · cross-district

#18 · Sanglicell 4930006640

distance 0.19

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":4930006628}}}'

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.