Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003607

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003429

distance 0.176

#2 · Kolhapurcell 4800004041

distance 0.181

#3 · Kolhapurcell 4800005641

distance 0.186

#4 · Kolhapurcell 4800004185

distance 0.19

#5 · Kolhapurcell 4800005553

distance 0.194

#6 · Kolhapurcell 4800004109

distance 0.196

#7 · Kolhapurcell 4800003878

distance 0.197

#8 · Kolhapurcell 4800004522

distance 0.202

#9 · Kolhapurcell 4800005554

distance 0.203

#10 · Sanglicell 4930000391

distance 0.205 · cross-district

#11 · Kolhapurcell 4800002578

distance 0.208

#12 · Kolhapurcell 4800002574

distance 0.209

#13 · Kolhapurcell 4800003481

distance 0.21

#14 · Kolhapurcell 4800004706

distance 0.21

#15 · Kolhapurcell 4800004874

distance 0.21

#16 · Punecell 4900001877

distance 0.212 · cross-district

#17 · Sataracell 4940005931

distance 0.213 · cross-district

#18 · Sanglicell 4930001169

distance 0.213 · 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":4800003607}}}'

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.