Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003722

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002964

distance 0.193

#2 · Sataracell 4940001409

distance 0.211 · cross-district

#3 · Kolhapurcell 4800002965

distance 0.218

#4 · Kolhapurcell 4800002620

distance 0.22

#5 · Sataracell 4940002827

distance 0.223 · cross-district

#6 · Kolhapurcell 4800003647

distance 0.224

#7 · Kolhapurcell 4800003587

distance 0.226

#8 · Kolhapurcell 4800003319

distance 0.226

#9 · Sataracell 4940002159

distance 0.228 · cross-district

#10 · Beedcell 4700004062

distance 0.233 · cross-district

#11 · Kolhapurcell 4800003354

distance 0.234

#12 · Kolhapurcell 4800003476

distance 0.237

#13 · Kolhapurcell 4800006037

distance 0.238

#14 · Kolhapurcell 4800002632

distance 0.244

#15 · Kolhapurcell 4800006247

distance 0.244

#16 · Sanglicell 4930003512

distance 0.245 · cross-district

#17 · Kolhapurcell 4800003320

distance 0.246

#18 · Sataracell 4940002372

distance 0.246 · 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":4800003722}}}'

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.