Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000034

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000056

distance 0.106

#2 · Sindhudurgcell 4950000391

distance 0.165 · cross-district

#3 · Kolhapurcell 4800000153

distance 0.235

#4 · Sindhudurgcell 4950000593

distance 0.252 · cross-district

#5 · Kolhapurcell 4800000124

distance 0.265

#6 · Kolhapurcell 4800000057

distance 0.274

#7 · Sindhudurgcell 4950000341

distance 0.275 · cross-district

#8 · Sindhudurgcell 4950000397

distance 0.28 · cross-district

#9 · Kolhapurcell 4800000152

distance 0.286

#10 · Sindhudurgcell 4950000637

distance 0.291 · cross-district

#11 · Sindhudurgcell 4950000444

distance 0.291 · cross-district

#12 · Sindhudurgcell 4950000203

distance 0.293 · cross-district

#13 · Sindhudurgcell 4950000394

distance 0.303 · cross-district

#14 · Sindhudurgcell 4950000390

distance 0.306 · cross-district

#15 · Sindhudurgcell 4950000056

distance 0.31 · cross-district

#16 · Sindhudurgcell 4950000295

distance 0.31 · cross-district

#17 · Kolhapurcell 4800000123

distance 0.311

#18 · Sindhudurgcell 4950000395

distance 0.312 · 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":4800000034}}}'

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.