Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000735

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000343

distance 0.147

#2 · Solapurcell 4960008878

distance 0.289 · cross-district

#3 · Kolhapurcell 4800000623

distance 0.291

#4 · Kolhapurcell 4800002628

distance 0.297

#5 · Beedcell 4700006501

distance 0.298 · cross-district

#6 · Beedcell 4700002132

distance 0.312 · cross-district

#7 · Beedcell 4700005234

distance 0.317 · cross-district

#8 · Nashikcell 4870001144

distance 0.326 · cross-district

#9 · Kolhapurcell 4800000568

distance 0.327

#10 · Beedcell 4700005087

distance 0.327 · cross-district

#11 · Washimcell 4990001843

distance 0.328 · cross-district

#12 · Nandedcell 4850006888

distance 0.33 · cross-district

#13 · Punecell 4900003763

distance 0.333 · cross-district

#14 · Sindhudurgcell 4950000248

distance 0.333 · cross-district

#15 · Solapurcell 4960005309

distance 0.334 · cross-district

#16 · Solapurcell 4960011370

distance 0.335 · cross-district

#17 · Solapurcell 4960008594

distance 0.336 · cross-district

#18 · Laturcell 4810003174

distance 0.337 · 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":4800000735}}}'

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.