Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004073

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005599

distance 0.202

#2 · Kolhapurcell 4800004385

distance 0.254

#3 · Nashikcell 4870008450

distance 0.263 · cross-district

#4 · Kolhapurcell 4800005804

distance 0.263

#5 · Kolhapurcell 4800005810

distance 0.263

#6 · Kolhapurcell 4800004153

distance 0.266

#7 · Kolhapurcell 4800004662

distance 0.267

#8 · Kolhapurcell 4800003631

distance 0.272

#9 · Kolhapurcell 4800004838

distance 0.277

#10 · Kolhapurcell 4800004923

distance 0.282

#11 · Nashikcell 4870008597

distance 0.282 · cross-district

#12 · Kolhapurcell 4800003036

distance 0.286

#13 · Kolhapurcell 4800004904

distance 0.286

#14 · Kolhapurcell 4800005420

distance 0.287

#15 · Nashikcell 4870009459

distance 0.299 · cross-district

#16 · Kolhapurcell 4800004152

distance 0.299

#17 · Kolhapurcell 4800004663

distance 0.302

#18 · Kolhapurcell 4800002939

distance 0.302

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":4800004073}}}'

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.