Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002143

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001878

distance 0.169

#2 · Kolhapurcell 4800002101

distance 0.202

#3 · Kolhapurcell 4800001984

distance 0.214

#4 · Kolhapurcell 4800001937

distance 0.218

#5 · Kolhapurcell 4800001818

distance 0.22

#6 · Kolhapurcell 4800001865

distance 0.24

#7 · Kolhapurcell 4800001866

distance 0.248

#8 · Chandrapurcell 4730009438

distance 0.253 · cross-district

#9 · Ahmednagarcell 4660007240

distance 0.254 · cross-district

#10 · Kolhapurcell 4800001650

distance 0.254

#11 · Ahmednagarcell 4660006966

distance 0.264 · cross-district

#12 · Kolhapurcell 4800001416

distance 0.265

#13 · Ahmednagarcell 4660006320

distance 0.265 · cross-district

#14 · Bhandaracell 4710000595

distance 0.265 · cross-district

#15 · Kolhapurcell 4800001880

distance 0.266

#16 · Ahmednagarcell 4660007977

distance 0.267 · cross-district

#17 · Kolhapurcell 4800001309

distance 0.269

#18 · Chandrapurcell 4730009497

distance 0.269 · 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":4800002143}}}'

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.