Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000087

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000231

distance 0.137

#2 · Kolhapurcell 4800000230

distance 0.239

#3 · Kolhapurcell 4800000068

distance 0.248

#4 · Kolhapurcell 4800000112

distance 0.267

#5 · Kolhapurcell 4800000259

distance 0.31

#6 · Kolhapurcell 4800000045

distance 0.327

#7 · Kolhapurcell 4800000027

distance 0.427

#8 · Kolhapurcell 4800004476

distance 0.428

#9 · Sindhudurgcell 4950000338

distance 0.433 · cross-district

#10 · Sindhudurgcell 4950000196

distance 0.436 · cross-district

#11 · Ratnagiricell 4920000007

distance 0.46 · cross-district

#12 · Kolhapurcell 4800000067

distance 0.469

#13 · Kolhapurcell 4800003156

distance 0.478

#14 · Sindhudurgcell 4950000239

distance 0.491 · cross-district

#15 · Kolhapurcell 4800002597

distance 0.5

#16 · Ratnagiricell 4920000038

distance 0.508 · cross-district

#17 · Kolhapurcell 4800002599

distance 0.51

#18 · Kolhapurcell 4800000086

distance 0.513

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":4800000087}}}'

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.