Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004161

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

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004016

distance 0.218

#2 · Sanglicell 4930001165

distance 0.238 · cross-district

#3 · Kolhapurcell 4800004103

distance 0.239

#4 · Kolhapurcell 4800004497

distance 0.25

#5 · Kolhapurcell 4800004588

distance 0.252

#6 · Kolhapurcell 4800003944

distance 0.255

#7 · Beedcell 4700005600

distance 0.256 · cross-district

#8 · Kolhapurcell 4800005376

distance 0.258

#9 · Akolacell 4670001218

distance 0.264 · cross-district

#10 · Kolhapurcell 4800004424

distance 0.266

#11 · Laturcell 4810001570

distance 0.269 · cross-district

#12 · Laturcell 4810002652

distance 0.269 · cross-district

#13 · Kolhapurcell 4800004413

distance 0.27

#14 · Kolhapurcell 4800005843

distance 0.27

#15 · Kolhapurcell 4800004025

distance 0.272

#16 · Kolhapurcell 4800005832

distance 0.273

#17 · Sanglicell 4930000645

distance 0.273 · cross-district

#18 · Kolhapurcell 4800004009

distance 0.277

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":4800004161}}}'

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.