Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004947

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005692

distance 0.147

#2 · Jalnacell 4790000009

distance 0.161 · cross-district

#3 · Kolhapurcell 4800005686

distance 0.162

#4 · Sanglicell 4930000488

distance 0.164 · cross-district

#5 · Kolhapurcell 4800004005

distance 0.167

#6 · Kolhapurcell 4800005688

distance 0.172

#7 · Sanglicell 4930000421

distance 0.174 · cross-district

#8 · Kolhapurcell 4800003928

distance 0.176

#9 · Kolhapurcell 4800005538

distance 0.177

#10 · Kolhapurcell 4800005829

distance 0.186

#11 · Kolhapurcell 4800004243

distance 0.188

#12 · Kolhapurcell 4800005531

distance 0.194

#13 · Kolhapurcell 4800004327

distance 0.198

#14 · Sanglicell 4930001714

distance 0.199 · cross-district

#15 · Kolhapurcell 4800004949

distance 0.199

#16 · Jalnacell 4790004153

distance 0.199 · cross-district

#17 · Sanglicell 4930001292

distance 0.2 · cross-district

#18 · Kolhapurcell 4800004948

distance 0.203

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":4800004947}}}'

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.