Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004703

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004618

distance 0.217

#2 · Kolhapurcell 4800004791

distance 0.323

#3 · Ahmednagarcell 4660005695

distance 0.324 · cross-district

#4 · Sataracell 4940004825

distance 0.333 · cross-district

#5 · Solapurcell 4960007682

distance 0.336 · cross-district

#6 · Ahmednagarcell 4660005696

distance 0.337 · cross-district

#7 · Kolhapurcell 4800005050

distance 0.344

#8 · Amravaticell 4680005878

distance 0.35 · cross-district

#9 · Kolhapurcell 4800004702

distance 0.353

#10 · Kolhapurcell 4800005562

distance 0.359

#11 · Yavatmalcell 5000002789

distance 0.361 · cross-district

#12 · Sataracell 4940003989

distance 0.363 · cross-district

#13 · Kolhapurcell 4800004272

distance 0.366

#14 · Amravaticell 4680001510

distance 0.367 · cross-district

#15 · Solapurcell 4960008052

distance 0.372 · cross-district

#16 · Ahmednagarcell 4660005354

distance 0.375 · cross-district

#17 · Sanglicell 4930001707

distance 0.377 · cross-district

#18 · Nashikcell 4870005410

distance 0.379 · 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":4800004703}}}'

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.