Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004697

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004268

distance 0.143

#2 · Kolhapurcell 4800004784

distance 0.159

#3 · Punecell 4900001873

distance 0.165 · cross-district

#4 · Kolhapurcell 4800005390

distance 0.168

#5 · Kolhapurcell 4800004188

distance 0.175

#6 · Sanglicell 4930006465

distance 0.183 · cross-district

#7 · Sanglicell 4930004946

distance 0.185 · cross-district

#8 · Kolhapurcell 4800005125

distance 0.185

#9 · Kolhapurcell 4800005214

distance 0.185

#10 · Kolhapurcell 4800005303

distance 0.194

#11 · Kolhapurcell 4800004437

distance 0.198

#12 · Kolhapurcell 4800004781

distance 0.201

#13 · Sanglicell 4930005547

distance 0.203 · cross-district

#14 · Kolhapurcell 4800005555

distance 0.206

#15 · Ahmednagarcell 4660011845

distance 0.208 · cross-district

#16 · Sanglicell 4930000331

distance 0.208 · cross-district

#17 · Sataracell 4940006837

distance 0.208 · cross-district

#18 · Buldhanacell 4720003143

distance 0.211 · 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":4800004697}}}'

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.