Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004684

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.336

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004771

distance 0.336

#2 · Chhatrapati Sambhajinagarcell 4690005175

distance 0.417 · cross-district

#3 · Punecell 4900001308

distance 0.447 · cross-district

#4 · Nashikcell 4870003165

distance 0.452 · cross-district

#5 · Beedcell 4700000857

distance 0.466 · cross-district

#6 · Jalgaoncell 4780008317

distance 0.47 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003016

distance 0.475 · cross-district

#8 · Punecell 4900009918

distance 0.495 · cross-district

#9 · Kolhapurcell 4800001789

distance 0.498

#10 · Solapurcell 4960007092

distance 0.502 · cross-district

#11 · Laturcell 4810005889

distance 0.509 · cross-district

#12 · Hingolicell 4770000140

distance 0.524 · cross-district

#13 · Ahmednagarcell 4660012148

distance 0.527 · cross-district

#14 · Solapurcell 4960009298

distance 0.547 · cross-district

#15 · Kolhapurcell 4800003869

distance 0.549

#16 · Nagpurcell 4840005977

distance 0.555 · cross-district

#17 · Ahmednagarcell 4660005932

distance 0.556 · cross-district

#18 · Solapurcell 4960008316

distance 0.558 · 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":4800004684}}}'

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.