Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006022

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.402

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920001849

distance 0.402 · cross-district

#2 · Ratnagiricell 4920003558

distance 0.454 · cross-district

#3 · Ratnagiricell 4920001566

distance 0.477 · cross-district

#4 · Kolhapurcell 4800005726

distance 0.485

#5 · Sindhudurgcell 4950003321

distance 0.488 · cross-district

#6 · Kolhapurcell 4800005855

distance 0.489

#7 · Kolhapurcell 4800005151

distance 0.498

#8 · Ratnagiricell 4920001751

distance 0.5 · cross-district

#9 · Kolhapurcell 4800006276

distance 0.519

#10 · Kolhapurcell 4800006304

distance 0.526

#11 · Ratnagiricell 4920002595

distance 0.527 · cross-district

#12 · Kolhapurcell 4800005725

distance 0.534

#13 · Ratnagiricell 4920002543

distance 0.537 · cross-district

#14 · Kolhapurcell 4800004552

distance 0.544

#15 · Kolhapurcell 4800005237

distance 0.544

#16 · Ratnagiricell 4920002214

distance 0.546 · cross-district

#17 · Kolhapurcell 4800006089

distance 0.547

#18 · Kolhapurcell 4800005568

distance 0.548

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":4800006022}}}'

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.