Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001040

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000333

distance 0.195

#2 · Kolhapurcell 4800000889

distance 0.21

#3 · Kolhapurcell 4800000888

distance 0.238

#4 · Kolhapurcell 4800001007

distance 0.243

#5 · Kolhapurcell 4800001085

distance 0.243

#6 · Kolhapurcell 4800001205

distance 0.251

#7 · Kolhapurcell 4800000807

distance 0.255

#8 · Kolhapurcell 4800001078

distance 0.256

#9 · Kolhapurcell 4800000363

distance 0.269

#10 · Kolhapurcell 4800000832

distance 0.28

#11 · Kolhapurcell 4800001148

distance 0.286

#12 · Kolhapurcell 4800000965

distance 0.286

#13 · Kolhapurcell 4800001004

distance 0.293

#14 · Kolhapurcell 4800000332

distance 0.294

#15 · Kolhapurcell 4800000887

distance 0.295

#16 · Kolhapurcell 4800001147

distance 0.297

#17 · Kolhapurcell 4800000712

distance 0.299

#18 · Kolhapurcell 4800000966

distance 0.299

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":4800001040}}}'

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.