Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005788

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004278

distance 0.143

#2 · Sanglicell 4930000336

distance 0.165 · cross-district

#3 · Kolhapurcell 4800005852

distance 0.168

#4 · Sataracell 4940008614

distance 0.172 · cross-district

#5 · Kolhapurcell 4800004277

distance 0.189

#6 · Kolhapurcell 4800004351

distance 0.191

#7 · Kolhapurcell 4800004533

distance 0.198

#8 · Kolhapurcell 4800004266

distance 0.199

#9 · Kolhapurcell 4800005310

distance 0.201

#10 · Kolhapurcell 4800005644

distance 0.209

#11 · Kolhapurcell 4800005387

distance 0.212

#12 · Kolhapurcell 4800005305

distance 0.215

#13 · Kolhapurcell 4800005637

distance 0.216

#14 · Kolhapurcell 4800005721

distance 0.218

#15 · Sataracell 4940008535

distance 0.222 · cross-district

#16 · Kolhapurcell 4800004194

distance 0.224

#17 · Kolhapurcell 4800005559

distance 0.227

#18 · Kolhapurcell 4800005129

distance 0.232

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":4800005788}}}'

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.