Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006260

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 5 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 · Sanglicell 4930001358

distance 0.153 · cross-district

#2 · Sanglicell 4930001352

distance 0.208 · cross-district

#3 · Sanglicell 4930003331

distance 0.279 · cross-district

#4 · Kolhapurcell 4800005992

distance 0.285

#5 · Kolhapurcell 4800006102

distance 0.29

#6 · Kolhapurcell 4800003525

distance 0.304

#7 · Kolhapurcell 4800006327

distance 0.31

#8 · Kolhapurcell 4800002794

distance 0.316

#9 · Kolhapurcell 4800003535

distance 0.322

#10 · Sataracell 4940001279

distance 0.331 · cross-district

#11 · Kolhapurcell 4800005818

distance 0.34

#12 · Kolhapurcell 4800003167

distance 0.343

#13 · Kolhapurcell 4800006126

distance 0.344

#14 · Punecell 4900000347

distance 0.346 · cross-district

#15 · Kolhapurcell 4800005819

distance 0.347

#16 · Kolhapurcell 4800002868

distance 0.349

#17 · Kolhapurcell 4800006050

distance 0.351

#18 · Nashikcell 4870003399

distance 0.352 · 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":4800006260}}}'

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.