Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005116

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000967

distance 0.133 · cross-district

#2 · Sanglicell 4930004854

distance 0.133

#3 · Sanglicell 4930006437

distance 0.137

#4 · Sanglicell 4930004414

distance 0.154

#5 · Beedcell 4700002519

distance 0.164 · cross-district

#6 · Sanglicell 4930006503

distance 0.167

#7 · Solapurcell 4960011440

distance 0.169 · cross-district

#8 · Sanglicell 4930004458

distance 0.177

#9 · Sanglicell 4930005857

distance 0.178

#10 · Sanglicell 4930003120

distance 0.18

#11 · Dharashivcell 4880006253

distance 0.181 · cross-district

#12 · Solapurcell 4960000200

distance 0.181 · cross-district

#13 · Sanglicell 4930004307

distance 0.184

#14 · Solapurcell 4960000104

distance 0.185 · cross-district

#15 · Sanglicell 4930004712

distance 0.186

#16 · Sanglicell 4930004714

distance 0.189

#17 · Sanglicell 4930006371

distance 0.19

#18 · Dharashivcell 4880000876

distance 0.192 · 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":4930005116}}}'

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.