Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003230

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 3 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.589

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003231

distance 0.589

#2 · Sindhudurgcell 4950003658

distance 0.684 · cross-district

#3 · Sindhudurgcell 4950004204

distance 0.706 · cross-district

#4 · Sindhudurgcell 4950004236

distance 0.71 · cross-district

#5 · Ratnagiricell 4920000136

distance 0.711 · cross-district

#6 · Sindhudurgcell 4950003770

distance 0.714 · cross-district

#7 · Sindhudurgcell 4950004279

distance 0.716 · cross-district

#8 · Sindhudurgcell 4950004147

distance 0.722 · cross-district

#9 · Sindhudurgcell 4950004142

distance 0.728 · cross-district

#10 · Sindhudurgcell 4950004027

distance 0.745 · cross-district

#11 · Sindhudurgcell 4950003987

distance 0.747 · cross-district

#12 · Sindhudurgcell 4950004225

distance 0.76 · cross-district

#13 · Ratnagiricell 4920000316

distance 0.764 · cross-district

#14 · Sindhudurgcell 4950004190

distance 0.77 · cross-district

#15 · Kolhapurcell 4800002594

distance 0.771

#16 · Kolhapurcell 4800003378

distance 0.776

#17 · Sindhudurgcell 4950004295

distance 0.776 · cross-district

#18 · Ratnagiricell 4920000271

distance 0.778 · 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":4800003230}}}'

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.