Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003605

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

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006242

distance 0.191 · cross-district

#2 · Sanglicell 4930006318

distance 0.194 · cross-district

#3 · Kolhapurcell 4800003897

distance 0.198

#4 · Sanglicell 4930005884

distance 0.204 · cross-district

#5 · Kolhapurcell 4800004622

distance 0.205

#6 · Punecell 4900001593

distance 0.206 · cross-district

#7 · Kolhapurcell 4800003952

distance 0.208

#8 · Sanglicell 4930006118

distance 0.211 · cross-district

#9 · Kolhapurcell 4800004367

distance 0.211

#10 · Sanglicell 4930003415

distance 0.212 · cross-district

#11 · Sanglicell 4930004371

distance 0.215 · cross-district

#12 · Sanglicell 4930006532

distance 0.218 · cross-district

#13 · Sanglicell 4930005183

distance 0.218 · cross-district

#14 · Sanglicell 4930006309

distance 0.218 · cross-district

#15 · Sanglicell 4930003591

distance 0.221 · cross-district

#16 · Kolhapurcell 4800004803

distance 0.221

#17 · Sanglicell 4930006114

distance 0.224 · cross-district

#18 · Sanglicell 4930006249

distance 0.234 · 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":4800003605}}}'

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.