Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005503

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005338

distance 0.098

#2 · Kolhapurcell 4800005420

distance 0.17

#3 · Kolhapurcell 4800004301

distance 0.183

#4 · Kolhapurcell 4800005586

distance 0.185

#5 · Kolhapurcell 4800004653

distance 0.188

#6 · Kolhapurcell 4800005346

distance 0.189

#7 · Kolhapurcell 4800005590

distance 0.201

#8 · Kolhapurcell 4800004473

distance 0.205

#9 · Kolhapurcell 4800004656

distance 0.213

#10 · Kolhapurcell 4800004234

distance 0.214

#11 · Kolhapurcell 4800004386

distance 0.218

#12 · Kolhapurcell 4800004480

distance 0.22

#13 · Kolhapurcell 4800005589

distance 0.22

#14 · Kolhapurcell 4800004569

distance 0.222

#15 · Kolhapurcell 4800005740

distance 0.222

#16 · Kolhapurcell 4800004302

distance 0.222

#17 · Kolhapurcell 4800004478

distance 0.226

#18 · Kolhapurcell 4800005665

distance 0.227

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":4800005503}}}'

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.