Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002644

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002695

distance 0.196

#2 · Sindhudurgcell 4950004036

distance 0.224 · cross-district

#3 · Kolhapurcell 4800002643

distance 0.237

#4 · Sindhudurgcell 4950003876

distance 0.238 · cross-district

#5 · Sindhudurgcell 4950003773

distance 0.255 · cross-district

#6 · Sindhudurgcell 4950003821

distance 0.283 · cross-district

#7 · Kolhapurcell 4800002747

distance 0.285

#8 · Sindhudurgcell 4950003984

distance 0.3 · cross-district

#9 · Sindhudurgcell 4950003932

distance 0.31 · cross-district

#10 · Sindhudurgcell 4950004073

distance 0.31 · cross-district

#11 · Sindhudurgcell 4950003761

distance 0.31 · cross-district

#12 · Sindhudurgcell 4950003767

distance 0.311 · cross-district

#13 · Sindhudurgcell 4950004182

distance 0.315 · cross-district

#14 · Sindhudurgcell 4950003667

distance 0.315 · cross-district

#15 · Sindhudurgcell 4950004192

distance 0.316 · cross-district

#16 · Sindhudurgcell 4950003875

distance 0.325 · cross-district

#17 · Sindhudurgcell 4950004159

distance 0.332 · cross-district

#18 · Sindhudurgcell 4950003931

distance 0.335 · 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":4800002644}}}'

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.