Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005404

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005576

distance 0.293

#2 · Kolhapurcell 4800005405

distance 0.31

#3 · Ratnagiricell 4920000648

distance 0.313 · cross-district

#4 · Kolhapurcell 4800005658

distance 0.318

#5 · Ratnagiricell 4920000751

distance 0.324 · cross-district

#6 · Kolhapurcell 4800005487

distance 0.325

#7 · Ratnagiricell 4920001101

distance 0.331 · cross-district

#8 · Kolhapurcell 4800005489

distance 0.331

#9 · Kolhapurcell 4800005326

distance 0.338

#10 · Kolhapurcell 4800002995

distance 0.342

#11 · Kolhapurcell 4800005159

distance 0.343

#12 · Ratnagiricell 4920000542

distance 0.348 · cross-district

#13 · Kolhapurcell 4800005574

distance 0.353

#14 · Ratnagiricell 4920003044

distance 0.355 · cross-district

#15 · Ratnagiricell 4920000481

distance 0.358 · cross-district

#16 · Ratnagiricell 4920000480

distance 0.359 · cross-district

#17 · Kolhapurcell 4800005488

distance 0.364

#18 · Kolhapurcell 4800005730

distance 0.365

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":4800005404}}}'

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.