Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000665

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001052

distance 0.27

#2 · Kolhapurcell 4800000664

distance 0.275

#3 · Kolhapurcell 4800001965

distance 0.303

#4 · Kolhapurcell 4800001500

distance 0.314

#5 · Kolhapurcell 4800001499

distance 0.334

#6 · Kolhapurcell 4800001729

distance 0.338

#7 · Kolhapurcell 4800001511

distance 0.345

#8 · Amravaticell 4680006737

distance 0.346 · cross-district

#9 · Sanglicell 4930002725

distance 0.35 · cross-district

#10 · Wardhacell 4980004621

distance 0.351 · cross-district

#11 · Kolhapurcell 4800001783

distance 0.352

#12 · Chhatrapati Sambhajinagarcell 4690002096

distance 0.362 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690005103

distance 0.373 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002169

distance 0.375 · cross-district

#15 · Kolhapurcell 4800001900

distance 0.376

#16 · Solapurcell 4960004119

distance 0.377 · cross-district

#17 · Sataracell 4940000872

distance 0.378 · cross-district

#18 · Beedcell 4700004719

distance 0.378 · 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":4800000665}}}'

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.