Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005687

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000011

distance 0.129 · cross-district

#2 · Kolhapurcell 4800005374

distance 0.134

#3 · Kolhapurcell 4800005693

distance 0.14

#4 · Kolhapurcell 4800005537

distance 0.156

#5 · Kolhapurcell 4800005762

distance 0.156

#6 · Laturcell 4810000459

distance 0.158 · cross-district

#7 · Beedcell 4700008358

distance 0.159 · cross-district

#8 · Kolhapurcell 4800004264

distance 0.168

#9 · Kolhapurcell 4800005691

distance 0.169

#10 · Jalnacell 4790003743

distance 0.169 · cross-district

#11 · Beedcell 4700007812

distance 0.175 · cross-district

#12 · Kolhapurcell 4800004246

distance 0.175

#13 · Jalnacell 4790004087

distance 0.177 · cross-district

#14 · Laturcell 4810000640

distance 0.179 · cross-district

#15 · Kolhapurcell 4800005031

distance 0.18

#16 · Jalnacell 4790000691

distance 0.181 · cross-district

#17 · Jalnacell 4790002636

distance 0.182 · cross-district

#18 · Beedcell 4700005457

distance 0.183 · 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":4800005687}}}'

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.