Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005787

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004433

distance 0.145

#2 · Kolhapurcell 4800005559

distance 0.16

#3 · Kolhapurcell 4800004033

distance 0.173

#4 · Kolhapurcell 4800004361

distance 0.178

#5 · Kolhapurcell 4800005720

distance 0.211

#6 · Sanglicell 4930000285

distance 0.211 · cross-district

#7 · Kolhapurcell 4800004196

distance 0.215

#8 · Sataracell 4940008534

distance 0.216 · cross-district

#9 · Kolhapurcell 4800004696

distance 0.233

#10 · Kolhapurcell 4800005638

distance 0.233

#11 · Sanglicell 4930006540

distance 0.234 · cross-district

#12 · Sanglicell 4930005828

distance 0.235 · cross-district

#13 · Sataracell 4940008340

distance 0.237 · cross-district

#14 · Sataracell 4940008841

distance 0.24 · cross-district

#15 · Kolhapurcell 4800004035

distance 0.241

#16 · Sataracell 4940004594

distance 0.244 · cross-district

#17 · Kolhapurcell 4800005715

distance 0.245

#18 · Kolhapurcell 4800005647

distance 0.249

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":4800005787}}}'

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.