Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003052

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002730

distance 0.137

#2 · Sataracell 4940002491

distance 0.234 · cross-district

#3 · Sataracell 4940004950

distance 0.237 · cross-district

#4 · Kolhapurcell 4800002835

distance 0.238

#5 · Kolhapurcell 4800002886

distance 0.254

#6 · Kolhapurcell 4800003519

distance 0.255

#7 · Solapurcell 4960004668

distance 0.256 · cross-district

#8 · Sataracell 4940002605

distance 0.257 · cross-district

#9 · Kolhapurcell 4800002969

distance 0.261

#10 · Kolhapurcell 4800003780

distance 0.262

#11 · Beedcell 4700004923

distance 0.263 · cross-district

#12 · Kolhapurcell 4800003167

distance 0.265

#13 · Punecell 4900004463

distance 0.265 · cross-district

#14 · Kolhapurcell 4800002838

distance 0.266

#15 · Kolhapurcell 4800002575

distance 0.269

#16 · Sataracell 4940004101

distance 0.269 · cross-district

#17 · Kolhapurcell 4800002958

distance 0.271

#18 · Punecell 4900000240

distance 0.272 · 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":4800003052}}}'

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.