Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002069

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002127

distance 0.151

#2 · Solapurcell 4960012236

distance 0.193 · cross-district

#3 · Beedcell 4700006211

distance 0.193 · cross-district

#4 · Ahmednagarcell 4660004800

distance 0.195 · cross-district

#5 · Kolhapurcell 4800001686

distance 0.196

#6 · Sanglicell 4930004551

distance 0.197 · cross-district

#7 · Washimcell 4990000047

distance 0.197 · cross-district

#8 · Kolhapurcell 4800002540

distance 0.197

#9 · Beedcell 4700005509

distance 0.197 · cross-district

#10 · Ahmednagarcell 4660004883

distance 0.199 · cross-district

#11 · Beedcell 4700006065

distance 0.204 · cross-district

#12 · Washimcell 4990000188

distance 0.205 · cross-district

#13 · Beedcell 4700004020

distance 0.205 · cross-district

#14 · Washimcell 4990000973

distance 0.208 · cross-district

#15 · Kolhapurcell 4800002063

distance 0.209

#16 · Beedcell 4700005650

distance 0.21 · cross-district

#17 · Buldhanacell 4720001981

distance 0.211 · cross-district

#18 · Sanglicell 4930003413

distance 0.212 · 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":4800002069}}}'

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.