Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001155

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001154

distance 0.149

#2 · Kolhapurcell 4800000484

distance 0.228

#3 · Kolhapurcell 4800000776

distance 0.232

#4 · Kolhapurcell 4800001099

distance 0.239

#5 · Kolhapurcell 4800000327

distance 0.246

#6 · Kolhapurcell 4800000449

distance 0.251

#7 · Kolhapurcell 4800000772

distance 0.252

#8 · Kolhapurcell 4800000326

distance 0.263

#9 · Kolhapurcell 4800000736

distance 0.27

#10 · Kolhapurcell 4800000357

distance 0.27

#11 · Kolhapurcell 4800002392

distance 0.271

#12 · Kolhapurcell 4800002055

distance 0.276

#13 · Kolhapurcell 4800001507

distance 0.278

#14 · Chhatrapati Sambhajinagarcell 4690003617

distance 0.278 · cross-district

#15 · Kolhapurcell 4800001336

distance 0.279

#16 · Kolhapurcell 4800000700

distance 0.282

#17 · Parbhanicell 4890005215

distance 0.284 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004828

distance 0.286 · 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":4800001155}}}'

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.