Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002962

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

0.06

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003317

distance 0.06

#2 · Sanglicell 4930003840

distance 0.078

#3 · Sanglicell 4930002284

distance 0.094

#4 · Sanglicell 4930003134

distance 0.109

#5 · Sanglicell 4930002970

distance 0.109

#6 · Sanglicell 4930003140

distance 0.11

#7 · Sanglicell 4930002128

distance 0.11

#8 · Sanglicell 4930004006

distance 0.112

#9 · Sanglicell 4930004473

distance 0.113

#10 · Sanglicell 4930006021

distance 0.116

#11 · Solapurcell 4960000199

distance 0.117 · cross-district

#12 · Sanglicell 4930004763

distance 0.118

#13 · Sanglicell 4930003670

distance 0.121

#14 · Sanglicell 4930005397

distance 0.122

#15 · Laturcell 4810005681

distance 0.122 · cross-district

#16 · Sanglicell 4930005507

distance 0.125

#17 · Sanglicell 4930005033

distance 0.126

#18 · Nandedcell 4850001453

distance 0.137 · 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":4930002962}}}'

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.