Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000313

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000346

distance 0.177

#2 · Kolhapurcell 4800000964

distance 0.221

#3 · Kolhapurcell 4800000619

distance 0.246

#4 · Kolhapurcell 4800000511

distance 0.262

#5 · Kolhapurcell 4800000314

distance 0.267

#6 · Kolhapurcell 4800000317

distance 0.267

#7 · Kolhapurcell 4800000508

distance 0.269

#8 · Kolhapurcell 4800000624

distance 0.269

#9 · Kolhapurcell 4800000922

distance 0.272

#10 · Kolhapurcell 4800001077

distance 0.275

#11 · Kolhapurcell 4800000315

distance 0.275

#12 · Kolhapurcell 4800000545

distance 0.287

#13 · Sataracell 4940005813

distance 0.288 · cross-district

#14 · Ahmednagarcell 4660012261

distance 0.293 · cross-district

#15 · Kolhapurcell 4800000588

distance 0.295

#16 · Kolhapurcell 4800000353

distance 0.296

#17 · Kolhapurcell 4800000803

distance 0.298

#18 · Ahmednagarcell 4660010153

distance 0.298 · cross-district

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":4800000313}}}'

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.