Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001012

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001084

distance 0.204

#2 · Kolhapurcell 4800000974

distance 0.212

#3 · Kolhapurcell 4800000722

distance 0.215

#4 · Kolhapurcell 4800000432

distance 0.216

#5 · Kolhapurcell 4800000842

distance 0.216

#6 · Kolhapurcell 4800001139

distance 0.218

#7 · Kolhapurcell 4800000406

distance 0.221

#8 · Kolhapurcell 4800000377

distance 0.222

#9 · Kolhapurcell 4800001137

distance 0.228

#10 · Kolhapurcell 4800000733

distance 0.23

#11 · Kolhapurcell 4800000505

distance 0.23

#12 · Kolhapurcell 4800000533

distance 0.23

#13 · Kolhapurcell 4800000464

distance 0.231

#14 · Kolhapurcell 4800001140

distance 0.232

#15 · Kolhapurcell 4800000372

distance 0.244

#16 · Kolhapurcell 4800000892

distance 0.244

#17 · Sataracell 4940006159

distance 0.248 · cross-district

#18 · Kolhapurcell 4800000960

distance 0.258

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":4800001012}}}'

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.