Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003725

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003584

distance 0.148

#2 · Kolhapurcell 4800003135

distance 0.18

#3 · Kolhapurcell 4800003724

distance 0.191

#4 · Beedcell 4700003567

distance 0.194 · cross-district

#5 · Beedcell 4700003738

distance 0.204 · cross-district

#6 · Kolhapurcell 4800003089

distance 0.204

#7 · Kolhapurcell 4800002634

distance 0.217

#8 · Ahmednagarcell 4660004153

distance 0.223 · cross-district

#9 · Kolhapurcell 4800002824

distance 0.225

#10 · Beedcell 4700004912

distance 0.228 · cross-district

#11 · Kolhapurcell 4800003655

distance 0.23

#12 · Beedcell 4700004755

distance 0.23 · cross-district

#13 · Ahmednagarcell 4660003562

distance 0.232 · cross-district

#14 · Kolhapurcell 4800003093

distance 0.232

#15 · Sataracell 4940000925

distance 0.233 · cross-district

#16 · Nashikcell 4870012798

distance 0.234 · cross-district

#17 · Beedcell 4700004918

distance 0.235 · cross-district

#18 · Dhulecell 4740000726

distance 0.235 · 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":4800003725}}}'

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.