Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001844

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.375

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001845

distance 0.375

#2 · Sanglicell 4930000255

distance 0.39 · cross-district

#3 · Kolhapurcell 4800004530

distance 0.409

#4 · Laturcell 4810002016

distance 0.41 · cross-district

#5 · Kolhapurcell 4800004770

distance 0.411

#6 · Kolhapurcell 4800003537

distance 0.413

#7 · Punecell 4900001444

distance 0.416 · cross-district

#8 · Sanglicell 4930000294

distance 0.423 · cross-district

#9 · Chandrapurcell 4730002032

distance 0.426 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006512

distance 0.437 · cross-district

#11 · Kolhapurcell 4800004423

distance 0.442

#12 · Jalgaoncell 4780006366

distance 0.442 · cross-district

#13 · Kolhapurcell 4800004593

distance 0.443

#14 · Solapurcell 4960010046

distance 0.444 · cross-district

#15 · Sataracell 4940004830

distance 0.444 · cross-district

#16 · Kolhapurcell 4800004443

distance 0.446

#17 · Yavatmalcell 5000003088

distance 0.459 · cross-district

#18 · Ahmednagarcell 4660005578

distance 0.461 · 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":4800001844}}}'

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.