Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005992

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006109

distance 0.196

#2 · Kolhapurcell 4800006327

distance 0.221

#3 · Kolhapurcell 4800003525

distance 0.227

#4 · Sanglicell 4930001813

distance 0.229 · cross-district

#5 · Sanglicell 4930001358

distance 0.233 · cross-district

#6 · Kolhapurcell 4800002837

distance 0.247

#7 · Kolhapurcell 4800003519

distance 0.259

#8 · Kolhapurcell 4800006050

distance 0.267

#9 · Sataracell 4940007810

distance 0.272 · cross-district

#10 · Kolhapurcell 4800005819

distance 0.274

#11 · Sanglicell 4930002815

distance 0.276 · cross-district

#12 · Kolhapurcell 4800003723

distance 0.276

#13 · Kolhapurcell 4800002782

distance 0.279

#14 · Kolhapurcell 4800003084

distance 0.28

#15 · Sanglicell 4930001352

distance 0.28 · cross-district

#16 · Sataracell 4940008015

distance 0.281 · cross-district

#17 · Kolhapurcell 4800003167

distance 0.281

#18 · Kolhapurcell 4800003643

distance 0.282

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":4800005992}}}'

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.