Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003526

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003367

distance 0.166

#2 · Kolhapurcell 4800003264

distance 0.25

#3 · Kolhapurcell 4800005134

distance 0.254

#4 · Kolhapurcell 4800003781

distance 0.266

#5 · Kolhapurcell 4800002677

distance 0.27

#6 · Kolhapurcell 4800005137

distance 0.28

#7 · Kolhapurcell 4800003169

distance 0.285

#8 · Kolhapurcell 4800003795

distance 0.289

#9 · Kolhapurcell 4800003042

distance 0.297

#10 · Kolhapurcell 4800003877

distance 0.298

#11 · Kolhapurcell 4800003465

distance 0.298

#12 · Sataracell 4940004713

distance 0.299 · cross-district

#13 · Kolhapurcell 4800003806

distance 0.3

#14 · Solapurcell 4960005265

distance 0.306 · cross-district

#15 · Sataracell 4940005341

distance 0.307 · cross-district

#16 · Kolhapurcell 4800005401

distance 0.314

#17 · Sataracell 4940006482

distance 0.319 · cross-district

#18 · Sataracell 4940004709

distance 0.321 · 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":4800003526}}}'

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.