Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003231

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 4800003230

distance 0.589

#2 · Kolhapurcell 4800003553

distance 0.609

#3 · Sindhudurgcell 4950003478

distance 0.621 · cross-district

#4 · Sindhudurgcell 4950003663

distance 0.624 · cross-district

#5 · Sindhudurgcell 4950004204

distance 0.629 · cross-district

#6 · Kolhapurcell 4800002594

distance 0.635

#7 · Sindhudurgcell 4950004225

distance 0.637 · cross-district

#8 · Sindhudurgcell 4950003764

distance 0.643 · cross-district

#9 · Sindhudurgcell 4950003714

distance 0.655 · cross-district

#10 · Sindhudurgcell 4950003661

distance 0.66 · cross-district

#11 · Sindhudurgcell 4950003710

distance 0.664 · cross-district

#12 · Kolhapurcell 4800003324

distance 0.665

#13 · Ratnagiricell 4920000305

distance 0.669 · cross-district

#14 · Sindhudurgcell 4950004027

distance 0.671 · cross-district

#15 · Sindhudurgcell 4950003987

distance 0.675 · cross-district

#16 · Sindhudurgcell 4950003469

distance 0.681 · cross-district

#17 · Sindhudurgcell 4950003986

distance 0.683 · cross-district

#18 · Ratnagiricell 4920000136

distance 0.683 · 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":4800003231}}}'

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.