Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000619

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

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000623

distance 0.212

#2 · Kolhapurcell 4800000545

distance 0.22

#3 · Kolhapurcell 4800000314

distance 0.22

#4 · Kolhapurcell 4800000588

distance 0.242

#5 · Kolhapurcell 4800000804

distance 0.243

#6 · Sataracell 4940001154

distance 0.246 · cross-district

#7 · Kolhapurcell 4800000346

distance 0.246

#8 · Kolhapurcell 4800000313

distance 0.246

#9 · Kolhapurcell 4800000508

distance 0.25

#10 · Kolhapurcell 4800000660

distance 0.258

#11 · Kolhapurcell 4800000964

distance 0.261

#12 · Kolhapurcell 4800000584

distance 0.267

#13 · Kolhapurcell 4800000548

distance 0.269

#14 · Kolhapurcell 4800000662

distance 0.27

#15 · Kolhapurcell 4800000384

distance 0.272

#16 · Kolhapurcell 4800000661

distance 0.272

#17 · Kolhapurcell 4800000414

distance 0.273

#18 · Kolhapurcell 4800000546

distance 0.274

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":4800000619}}}'

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.