Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005125

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004268

distance 0.135

#2 · Kolhapurcell 4800004029

distance 0.139

#3 · Kolhapurcell 4800004192

distance 0.145

#4 · Sanglicell 4930004791

distance 0.15 · cross-district

#5 · Sanglicell 4930005811

distance 0.151 · cross-district

#6 · Kolhapurcell 4800004696

distance 0.152

#7 · Sanglicell 4930005065

distance 0.158 · cross-district

#8 · Sanglicell 4930005725

distance 0.159 · cross-district

#9 · Kolhapurcell 4800003953

distance 0.161

#10 · Sanglicell 4930005079

distance 0.163 · cross-district

#11 · Kolhapurcell 4800004435

distance 0.168

#12 · Solapurcell 4960003511

distance 0.171 · cross-district

#13 · Sanglicell 4930005311

distance 0.172 · cross-district

#14 · Sanglicell 4930005973

distance 0.174 · cross-district

#15 · Sataracell 4940008023

distance 0.175 · cross-district

#16 · Kolhapurcell 4800005303

distance 0.176

#17 · Kolhapurcell 4800004031

distance 0.18

#18 · Sanglicell 4930004946

distance 0.181 · 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":4800005125}}}'

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.