Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005205

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 7 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 · Sanglicell 4930001296

distance 0.147 · cross-district

#2 · Sanglicell 4930003597

distance 0.168 · cross-district

#3 · Kolhapurcell 4800004689

distance 0.173

#4 · Kolhapurcell 4800004429

distance 0.175

#5 · Sanglicell 4930003599

distance 0.179 · cross-district

#6 · Sanglicell 4930003939

distance 0.193 · cross-district

#7 · Sanglicell 4930003233

distance 0.198 · cross-district

#8 · Jalnacell 4790003222

distance 0.199 · cross-district

#9 · Laturcell 4810003019

distance 0.205 · cross-district

#10 · Nandedcell 4850003182

distance 0.215 · cross-district

#11 · Kolhapurcell 4800003872

distance 0.217

#12 · Sanglicell 4930005835

distance 0.218 · cross-district

#13 · Kolhapurcell 4800005032

distance 0.22

#14 · Kolhapurcell 4800003940

distance 0.22

#15 · Dharashivcell 4880001065

distance 0.221 · cross-district

#16 · Buldhanacell 4720001255

distance 0.222 · cross-district

#17 · Buldhanacell 4720001140

distance 0.223 · cross-district

#18 · Nandedcell 4850000491

distance 0.224 · 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":4800005205}}}'

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.