Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005760

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005768

distance 0.175

#2 · Kolhapurcell 4800005694

distance 0.175

#3 · Kolhapurcell 4800005759

distance 0.181

#4 · Sanglicell 4930000629

distance 0.182 · cross-district

#5 · Jalnacell 4790001224

distance 0.186 · cross-district

#6 · Beedcell 4700000984

distance 0.188 · cross-district

#7 · Buldhanacell 4720000844

distance 0.192 · cross-district

#8 · Ahmednagarcell 4660008963

distance 0.196 · cross-district

#9 · Beedcell 4700008672

distance 0.196 · cross-district

#10 · Jalnacell 4790000137

distance 0.196 · cross-district

#11 · Beedcell 4700008257

distance 0.197 · cross-district

#12 · Beedcell 4700000534

distance 0.197 · cross-district

#13 · Beedcell 4700008353

distance 0.197 · cross-district

#14 · Dharashivcell 4880000217

distance 0.198 · cross-district

#15 · Laturcell 4810001236

distance 0.198 · cross-district

#16 · Beedcell 4700000438

distance 0.2 · cross-district

#17 · Ahmednagarcell 4660009648

distance 0.203 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005856

distance 0.203 · 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":4800005760}}}'

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.