Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004633

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011737

distance 0.293 · cross-district

#2 · Kolhapurcell 4800004635

distance 0.325

#3 · Kolhapurcell 4800004636

distance 0.329

#4 · Kolhapurcell 4800004634

distance 0.337

#5 · Kolhapurcell 4800005149

distance 0.344

#6 · Kolhapurcell 4800004130

distance 0.344

#7 · Kolhapurcell 4800005148

distance 0.361

#8 · Kolhapurcell 4800004810

distance 0.362

#9 · Ahmednagarcell 4660012821

distance 0.362 · cross-district

#10 · Kolhapurcell 4800004372

distance 0.377

#11 · Kolhapurcell 4800004638

distance 0.379

#12 · Kolhapurcell 4800003939

distance 0.392

#13 · Solapurcell 4960007045

distance 0.395 · cross-district

#14 · Kolhapurcell 4800004895

distance 0.398

#15 · Dharashivcell 4880000281

distance 0.401 · cross-district

#16 · Sanglicell 4930000458

distance 0.406 · cross-district

#17 · Kolhapurcell 4800004811

distance 0.406

#18 · Solapurcell 4960011649

distance 0.407 · 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":4800004633}}}'

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.