Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006400

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005871

distance 0.269

#2 · Kolhapurcell 4800005867

distance 0.279

#3 · Sataracell 4940003748

distance 0.281 · cross-district

#4 · Kolhapurcell 4800006328

distance 0.283

#5 · Sataracell 4940006383

distance 0.292 · cross-district

#6 · Sanglicell 4930003688

distance 0.296 · cross-district

#7 · Kolhapurcell 4800006278

distance 0.303

#8 · Kolhapurcell 4800004648

distance 0.308

#9 · Kolhapurcell 4800003257

distance 0.315

#10 · Sataracell 4940000403

distance 0.315 · cross-district

#11 · Kolhapurcell 4800006225

distance 0.32

#12 · Kolhapurcell 4800006283

distance 0.324

#13 · Sanglicell 4930001648

distance 0.33 · cross-district

#14 · Kolhapurcell 4800006248

distance 0.331

#15 · Sataracell 4940000359

distance 0.332 · cross-district

#16 · Nashikcell 4870001622

distance 0.336 · cross-district

#17 · Sanglicell 4930001497

distance 0.341 · cross-district

#18 · Kolhapurcell 4800003717

distance 0.342

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":4800006400}}}'

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.