Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000286

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000282

distance 0.126

#2 · Kolhapurcell 4800000280

distance 0.221

#3 · Kolhapurcell 4800000285

distance 0.24

#4 · Kolhapurcell 4800000287

distance 0.25

#5 · Kolhapurcell 4800000290

distance 0.253

#6 · Kolhapurcell 4800000289

distance 0.266

#7 · Kolhapurcell 4800000288

distance 0.291

#8 · Kolhapurcell 4800000283

distance 0.306

#9 · Kolhapurcell 4800000278

distance 0.322

#10 · Ahmednagarcell 4660011936

distance 0.326 · cross-district

#11 · Kolhapurcell 4800000275

distance 0.327

#12 · Solapurcell 4960012221

distance 0.328 · cross-district

#13 · Kolhapurcell 4800000511

distance 0.328

#14 · Solapurcell 4960012153

distance 0.331 · cross-district

#15 · Sataracell 4940005355

distance 0.332 · cross-district

#16 · Kolhapurcell 4800000284

distance 0.333

#17 · Solapurcell 4960010538

distance 0.336 · cross-district

#18 · Kolhapurcell 4800000724

distance 0.336

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":4800000286}}}'

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.