Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006395

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

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006394

distance 0.257

#2 · Kolhapurcell 4800004814

distance 0.287

#3 · Kolhapurcell 4800006030

distance 0.299

#4 · Kolhapurcell 4800006093

distance 0.307

#5 · Kolhapurcell 4800006029

distance 0.321

#6 · Kolhapurcell 4800004813

distance 0.337

#7 · Kolhapurcell 4800006166

distance 0.346

#8 · Kolhapurcell 4800006384

distance 0.353

#9 · Kolhapurcell 4800006408

distance 0.369

#10 · Kolhapurcell 4800005859

distance 0.379

#11 · Kolhapurcell 4800005795

distance 0.403

#12 · Kolhapurcell 4800002940

distance 0.406

#13 · Kolhapurcell 4800002894

distance 0.417

#14 · Kolhapurcell 4800002979

distance 0.418

#15 · Kolhapurcell 4800002796

distance 0.424

#16 · Kolhapurcell 4800006025

distance 0.426

#17 · Ratnagiricell 4920002725

distance 0.436 · cross-district

#18 · Kolhapurcell 4800003697

distance 0.439

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":4800006395}}}'

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.