Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002678

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.315

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003646

distance 0.315

#2 · Kolhapurcell 4800004871

distance 0.324

#3 · Kolhapurcell 4800005834

distance 0.354

#4 · Punecell 4900001437

distance 0.359 · cross-district

#5 · Kolhapurcell 4800004526

distance 0.36

#6 · Ahmednagarcell 4660011741

distance 0.361 · cross-district

#7 · Ahmednagarcell 4660009949

distance 0.376 · cross-district

#8 · Nashikcell 4870001825

distance 0.376 · cross-district

#9 · Kolhapurcell 4800003676

distance 0.378

#10 · Solapurcell 4960012440

distance 0.38 · cross-district

#11 · Kolhapurcell 4800005776

distance 0.381

#12 · Sataracell 4940006920

distance 0.381 · cross-district

#13 · Kolhapurcell 4800004965

distance 0.382

#14 · Solapurcell 4960007440

distance 0.382 · cross-district

#15 · Kolhapurcell 4800004889

distance 0.385

#16 · Dharashivcell 4880000980

distance 0.388 · cross-district

#17 · Kolhapurcell 4800005882

distance 0.388

#18 · Kolhapurcell 4800002725

distance 0.393

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":4800002678}}}'

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.