Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004037

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003957

distance 0.164

#2 · Kolhapurcell 4800003883

distance 0.183

#3 · Kolhapurcell 4800005644

distance 0.193

#4 · Kolhapurcell 4800004193

distance 0.195

#5 · Kolhapurcell 4800005129

distance 0.207

#6 · Sataracell 4940008519

distance 0.211 · cross-district

#7 · Kolhapurcell 4800004031

distance 0.212

#8 · Kolhapurcell 4800005852

distance 0.216

#9 · Sanglicell 4930000383

distance 0.222 · cross-district

#10 · Kolhapurcell 4800005310

distance 0.223

#11 · Sataracell 4940008113

distance 0.231 · cross-district

#12 · Sataracell 4940008508

distance 0.233 · cross-district

#13 · Kolhapurcell 4800005788

distance 0.234

#14 · Sanglicell 4930005807

distance 0.237 · cross-district

#15 · Sataracell 4940005481

distance 0.237 · cross-district

#16 · Sanglicell 4930006324

distance 0.239 · cross-district

#17 · Sataracell 4940005337

distance 0.239 · cross-district

#18 · Kolhapurcell 4800005554

distance 0.241

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":4800004037}}}'

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.