Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001692

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

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001804

distance 0.103

#2 · Sindhudurgcell 4950002266

distance 0.227 · cross-district

#3 · Kolhapurcell 4800001976

distance 0.23

#4 · Kolhapurcell 4800001921

distance 0.256

#5 · Kolhapurcell 4800001636

distance 0.264

#6 · Kolhapurcell 4800002084

distance 0.266

#7 · Kolhapurcell 4800001863

distance 0.279

#8 · Kolhapurcell 4800002503

distance 0.311

#9 · Kolhapurcell 4800002459

distance 0.312

#10 · Sanglicell 4930004772

distance 0.312 · cross-district

#11 · Kolhapurcell 4800001864

distance 0.316

#12 · Kolhapurcell 4800006470

distance 0.323

#13 · Kolhapurcell 4800006471

distance 0.329

#14 · Kolhapurcell 4800006480

distance 0.33

#15 · Sindhudurgcell 4950002564

distance 0.334 · cross-district

#16 · Kolhapurcell 4800006489

distance 0.337

#17 · Kolhapurcell 4800002328

distance 0.338

#18 · Sataracell 4940000958

distance 0.339 · 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":4800001692}}}'

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.