Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003536

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003532

distance 0.114

#2 · Sanglicell 4930002664

distance 0.128

#3 · Sanglicell 4930002837

distance 0.153

#4 · Sanglicell 4930000793

distance 0.163

#5 · Sanglicell 4930000694

distance 0.165

#6 · Sanglicell 4930000903

distance 0.166

#7 · Kolhapurcell 4800004436

distance 0.182 · cross-district

#8 · Sataracell 4940001013

distance 0.182 · cross-district

#9 · Sanglicell 4930000680

distance 0.183

#10 · Sanglicell 4930003713

distance 0.185

#11 · Sanglicell 4930001375

distance 0.19

#12 · Kolhapurcell 4800005304

distance 0.191 · cross-district

#13 · Sanglicell 4930003006

distance 0.201

#14 · Sanglicell 4930001125

distance 0.206

#15 · Sataracell 4940000223

distance 0.207 · cross-district

#16 · Kolhapurcell 4800004611

distance 0.208 · cross-district

#17 · Kolhapurcell 4800005552

distance 0.209 · cross-district

#18 · Sataracell 4940001012

distance 0.21 · 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":4930003536}}}'

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.