Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000049

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 1 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000247

distance 0.257

#2 · Kolhapurcell 4800000218

distance 0.295

#3 · Kolhapurcell 4800000008

distance 0.325

#4 · Kolhapurcell 4800000193

distance 0.327

#5 · Kolhapurcell 4800000222

distance 0.33

#6 · Kolhapurcell 4800000013

distance 0.334

#7 · Kolhapurcell 4800000249

distance 0.338

#8 · Kolhapurcell 4800000191

distance 0.346

#9 · Kolhapurcell 4800000252

distance 0.347

#10 · Kolhapurcell 4800000248

distance 0.352

#11 · Kolhapurcell 4800000246

distance 0.358

#12 · Kolhapurcell 4800000113

distance 0.358

#13 · Kolhapurcell 4800000200

distance 0.364

#14 · Kolhapurcell 4800000090

distance 0.365

#15 · Kolhapurcell 4800000004

distance 0.371

#16 · Kolhapurcell 4800000251

distance 0.373

#17 · Kolhapurcell 4800000009

distance 0.374

#18 · Kolhapurcell 4800000186

distance 0.379

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":4800000049}}}'

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.