Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003739

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005125

distance 0.185

#2 · Sanglicell 4930005811

distance 0.196 · cross-district

#3 · Kolhapurcell 4800003953

distance 0.198

#4 · Kolhapurcell 4800003738

distance 0.2

#5 · Kolhapurcell 4800004192

distance 0.206

#6 · Ahmednagarcell 4660014184

distance 0.212 · cross-district

#7 · Sanglicell 4930005725

distance 0.214 · cross-district

#8 · Sanglicell 4930005311

distance 0.214 · cross-district

#9 · Sanglicell 4930004086

distance 0.215 · cross-district

#10 · Punecell 4900003221

distance 0.218 · cross-district

#11 · Kolhapurcell 4800003740

distance 0.219

#12 · Sanglicell 4930006446

distance 0.219 · cross-district

#13 · Kolhapurcell 4800004696

distance 0.22

#14 · Sanglicell 4930005079

distance 0.221 · cross-district

#15 · Kolhapurcell 4800002877

distance 0.222

#16 · Buldhanacell 4720003475

distance 0.223 · cross-district

#17 · Sanglicell 4930005065

distance 0.223 · cross-district

#18 · Sanglicell 4930005444

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":4800003739}}}'

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.