Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001797

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001895

distance 0.212

#2 · Kolhapurcell 4800002339

distance 0.223

#3 · Kolhapurcell 4800002401

distance 0.282

#4 · Kolhapurcell 4800004609

distance 0.295

#5 · Kolhapurcell 4800001952

distance 0.296

#6 · Kolhapurcell 4800001731

distance 0.309

#7 · Kolhapurcell 4800005126

distance 0.315

#8 · Sanglicell 4930004690

distance 0.317 · cross-district

#9 · Kolhapurcell 4800001732

distance 0.319

#10 · Kolhapurcell 4800001905

distance 0.32

#11 · Sanglicell 4930000906

distance 0.32 · cross-district

#12 · Kolhapurcell 4800004036

distance 0.324

#13 · Kolhapurcell 4800005015

distance 0.33

#14 · Kolhapurcell 4800004801

distance 0.335

#15 · Sataracell 4940004334

distance 0.341 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003687

distance 0.342 · cross-district

#17 · Kolhapurcell 4800003777

distance 0.343

#18 · Sanglicell 4930000116

distance 0.344 · cross-district

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":4800001797}}}'

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.