Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005298

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004868

distance 0.185

#2 · Kolhapurcell 4800005309

distance 0.196

#3 · Sanglicell 4930005906

distance 0.202 · cross-district

#4 · Kolhapurcell 4800005123

distance 0.203

#5 · Sanglicell 4930005908

distance 0.213 · cross-district

#6 · Kolhapurcell 4800004953

distance 0.223

#7 · Kolhapurcell 4800005395

distance 0.229

#8 · Kolhapurcell 4800005211

distance 0.234

#9 · Kolhapurcell 4800005299

distance 0.237

#10 · Kolhapurcell 4800005310

distance 0.239

#11 · Sataracell 4940000749

distance 0.24 · cross-district

#12 · Sataracell 4940000350

distance 0.241 · cross-district

#13 · Sanglicell 4930005909

distance 0.243 · cross-district

#14 · Sataracell 4940002555

distance 0.246 · cross-district

#15 · Kolhapurcell 4800005124

distance 0.249

#16 · Sataracell 4940005074

distance 0.252 · cross-district

#17 · Sataracell 4940007174

distance 0.252 · cross-district

#18 · Sanglicell 4930005883

distance 0.254 · 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":4800005298}}}'

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.