Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004608

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003882

distance 0.153

#2 · Kolhapurcell 4800004694

distance 0.197

#3 · Punecell 4900000784

distance 0.198 · cross-district

#4 · Sanglicell 4930002166

distance 0.2 · cross-district

#5 · Kolhapurcell 4800005477

distance 0.205

#6 · Kolhapurcell 4800004039

distance 0.207

#7 · Sanglicell 4930000214

distance 0.212 · cross-district

#8 · Sataracell 4940000894

distance 0.217 · cross-district

#9 · Kolhapurcell 4800004785

distance 0.217

#10 · Solapurcell 4960005837

distance 0.218 · cross-district

#11 · Sanglicell 4930006537

distance 0.223 · cross-district

#12 · Sataracell 4940004121

distance 0.228 · cross-district

#13 · Kolhapurcell 4800005304

distance 0.229

#14 · Sataracell 4940006277

distance 0.23 · cross-district

#15 · Sanglicell 4930000903

distance 0.23 · cross-district

#16 · Sataracell 4940007062

distance 0.232 · cross-district

#17 · Sataracell 4940004974

distance 0.232 · cross-district

#18 · Ahmednagarcell 4660006378

distance 0.234 · 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":4800004608}}}'

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.