Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005560

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005479

distance 0.175

#2 · Kolhapurcell 4800004882

distance 0.198

#3 · Kolhapurcell 4800004876

distance 0.198

#4 · Kolhapurcell 4800005136

distance 0.207

#5 · Sanglicell 4930004075

distance 0.216 · cross-district

#6 · Kolhapurcell 4800005049

distance 0.219

#7 · Sataracell 4940008617

distance 0.22 · cross-district

#8 · Kolhapurcell 4800005471

distance 0.229

#9 · Punecell 4900000336

distance 0.231 · cross-district

#10 · Kolhapurcell 4800005480

distance 0.233

#11 · Kolhapurcell 4800005476

distance 0.238

#12 · Kolhapurcell 4800004032

distance 0.243

#13 · Sataracell 4940008019

distance 0.248 · cross-district

#14 · Kolhapurcell 4800004962

distance 0.249

#15 · Sataracell 4940000550

distance 0.249 · cross-district

#16 · Kolhapurcell 4800004792

distance 0.251

#17 · Kolhapurcell 4800004877

distance 0.252

#18 · Nashikcell 4870005408

distance 0.255 · 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":4800005560}}}'

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.