Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003550

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003674

distance 0.111

#2 · Kolhapurcell 4800003430

distance 0.134

#3 · Kolhapurcell 4800003681

distance 0.145

#4 · Kolhapurcell 4800003551

distance 0.176

#5 · Kolhapurcell 4800003680

distance 0.178

#6 · Kolhapurcell 4800003545

distance 0.186

#7 · Kolhapurcell 4800004629

distance 0.19

#8 · Kolhapurcell 4800004204

distance 0.192

#9 · Sanglicell 4930000145

distance 0.198 · cross-district

#10 · Kolhapurcell 4800003546

distance 0.2

#11 · Kolhapurcell 4800003894

distance 0.201

#12 · Kolhapurcell 4800003896

distance 0.212

#13 · Kolhapurcell 4800003743

distance 0.212

#14 · Sanglicell 4930001710

distance 0.212 · cross-district

#15 · Kolhapurcell 4800003893

distance 0.221

#16 · Kolhapurcell 4800003749

distance 0.226

#17 · Kolhapurcell 4800004538

distance 0.227

#18 · Kolhapurcell 4800004203

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":4800003550}}}'

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.