Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002535

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001830

distance 0.137

#2 · Kolhapurcell 4800002262

distance 0.14

#3 · Kolhapurcell 4800001665

distance 0.154

#4 · Kolhapurcell 4800002263

distance 0.159

#5 · Kolhapurcell 4800002248

distance 0.163

#6 · Kolhapurcell 4800001969

distance 0.163

#7 · Kolhapurcell 4800002060

distance 0.17

#8 · Kolhapurcell 4800002162

distance 0.172

#9 · Kolhapurcell 4800002337

distance 0.173

#10 · Beedcell 4700005503

distance 0.175 · cross-district

#11 · Kolhapurcell 4800002434

distance 0.177

#12 · Kolhapurcell 4800001735

distance 0.178

#13 · Kolhapurcell 4800002176

distance 0.182

#14 · Kolhapurcell 4800001721

distance 0.184

#15 · Kolhapurcell 4800002447

distance 0.187

#16 · Kolhapurcell 4800001387

distance 0.193

#17 · Kolhapurcell 4800002386

distance 0.194

#18 · Kolhapurcell 4800002257

distance 0.194

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":4800002535}}}'

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.