Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000731

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000964

distance 0.223

#2 · Kolhapurcell 4800001083

distance 0.233

#3 · Kolhapurcell 4800000970

distance 0.235

#4 · Sataracell 4940000814

distance 0.244 · cross-district

#5 · Kolhapurcell 4800000921

distance 0.247

#6 · Kolhapurcell 4800000884

distance 0.253

#7 · Kolhapurcell 4800001008

distance 0.255

#8 · Kolhapurcell 4800000804

distance 0.255

#9 · Kolhapurcell 4800001007

distance 0.263

#10 · Kolhapurcell 4800001210

distance 0.272

#11 · Nashikcell 4870001896

distance 0.272 · cross-district

#12 · Kolhapurcell 4800000480

distance 0.276

#13 · Kolhapurcell 4800000807

distance 0.276

#14 · Kolhapurcell 4800001006

distance 0.276

#15 · Ahmednagarcell 4660011302

distance 0.277 · cross-district

#16 · Sataracell 4940006147

distance 0.279 · cross-district

#17 · Ahmednagarcell 4660012266

distance 0.281 · cross-district

#18 · Kolhapurcell 4800000624

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":4800000731}}}'

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.