Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003937

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003821

distance 0.175 · cross-district

#2 · Laturcell 4810001646

distance 0.205 · cross-district

#3 · Kolhapurcell 4800003936

distance 0.208

#4 · Jalnacell 4790003307

distance 0.208 · cross-district

#5 · Kolhapurcell 4800004162

distance 0.21

#6 · Jalnacell 4790003990

distance 0.213 · cross-district

#7 · Sanglicell 4930000237

distance 0.217 · cross-district

#8 · Sanglicell 4930001482

distance 0.218 · cross-district

#9 · Beedcell 4700002028

distance 0.224 · cross-district

#10 · Laturcell 4810003440

distance 0.224 · cross-district

#11 · Laturcell 4810002613

distance 0.226 · cross-district

#12 · Kolhapurcell 4800005617

distance 0.226

#13 · Jalnacell 4790003810

distance 0.227 · cross-district

#14 · Beedcell 4700007525

distance 0.227 · cross-district

#15 · Beedcell 4700007526

distance 0.228 · cross-district

#16 · Beedcell 4700004583

distance 0.229 · cross-district

#17 · Sanglicell 4930000201

distance 0.232 · cross-district

#18 · Sanglicell 4930000031

distance 0.233 · 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":4800003937}}}'

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.