Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004715

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004369

distance 0.139

#2 · Kolhapurcell 4800004624

distance 0.15

#3 · Kolhapurcell 4800004286

distance 0.163

#4 · Sanglicell 4930002003

distance 0.166 · cross-district

#5 · Kolhapurcell 4800004890

distance 0.168

#6 · Kolhapurcell 4800005852

distance 0.177

#7 · Kolhapurcell 4800004045

distance 0.179

#8 · Kolhapurcell 4800004622

distance 0.182

#9 · Sanglicell 4930006199

distance 0.187 · cross-district

#10 · Kolhapurcell 4800004797

distance 0.193

#11 · Kolhapurcell 4800005311

distance 0.201

#12 · Kolhapurcell 4800004799

distance 0.204

#13 · Kolhapurcell 4800003673

distance 0.204

#14 · Punecell 4900000663

distance 0.206 · cross-district

#15 · Sanglicell 4930006392

distance 0.206 · cross-district

#16 · Kolhapurcell 4800003952

distance 0.207

#17 · Kolhapurcell 4800004533

distance 0.208

#18 · Punecell 4900001028

distance 0.209 · 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":4800004715}}}'

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.