Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003873

The MH-36 locality cells most similar to this Kolhapur 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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003870

distance 0.123

#2 · Sanglicell 4930000740

distance 0.17 · cross-district

#3 · Kolhapurcell 4800004687

distance 0.182

#4 · Kolhapurcell 4800005539

distance 0.185

#5 · Kolhapurcell 4800003856

distance 0.188

#6 · Solapurcell 4960005461

distance 0.195 · cross-district

#7 · Sanglicell 4930003760

distance 0.196 · cross-district

#8 · Sanglicell 4930001722

distance 0.199 · cross-district

#9 · Solapurcell 4960003266

distance 0.199 · cross-district

#10 · Sanglicell 4930002381

distance 0.2 · cross-district

#11 · Kolhapurcell 4800004427

distance 0.201

#12 · Kolhapurcell 4800005765

distance 0.205

#13 · Solapurcell 4960003265

distance 0.206 · cross-district

#14 · Kolhapurcell 4800004024

distance 0.208

#15 · Sanglicell 4930004533

distance 0.209 · cross-district

#16 · Sanglicell 4930004099

distance 0.21 · cross-district

#17 · Sanglicell 4930002210

distance 0.211 · cross-district

#18 · Solapurcell 4960007475

distance 0.211 · 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":480,"cluster_id":4800003873}}}'

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.