Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004606

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002056

distance 0.156 · cross-district

#2 · Sanglicell 4930001716

distance 0.165 · cross-district

#3 · Sanglicell 4930001433

distance 0.167 · cross-district

#4 · Sanglicell 4930002728

distance 0.169 · cross-district

#5 · Kolhapurcell 4800004687

distance 0.177

#6 · Kolhapurcell 4800004264

distance 0.182

#7 · Sanglicell 4930000740

distance 0.184 · cross-district

#8 · Solapurcell 4960005235

distance 0.187 · cross-district

#9 · Sanglicell 4930001058

distance 0.189 · cross-district

#10 · Dharashivcell 4880000327

distance 0.191 · cross-district

#11 · Kolhapurcell 4800003856

distance 0.194

#12 · Kolhapurcell 4800005120

distance 0.195

#13 · Sanglicell 4930002210

distance 0.199 · cross-district

#14 · Jalnacell 4790002808

distance 0.2 · cross-district

#15 · Sanglicell 4930002547

distance 0.2 · cross-district

#16 · Sanglicell 4930001557

distance 0.202 · cross-district

#17 · Sanglicell 4930002381

distance 0.203 · cross-district

#18 · Laturcell 4810002704

distance 0.205 · 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":4800004606}}}'

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.