Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005194

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005287

distance 0.169

#2 · Kolhapurcell 4800005619

distance 0.202

#3 · Kolhapurcell 4800005109

distance 0.202

#4 · Kolhapurcell 4800005777

distance 0.207

#5 · Kolhapurcell 4800005689

distance 0.221

#6 · Kolhapurcell 4800005380

distance 0.226

#7 · Kolhapurcell 4800005536

distance 0.226

#8 · Kolhapurcell 4800005027

distance 0.229

#9 · Kolhapurcell 4800005840

distance 0.231

#10 · Kolhapurcell 4800005114

distance 0.236

#11 · Kolhapurcell 4800005632

distance 0.242

#12 · Sanglicell 4930000807

distance 0.244 · cross-district

#13 · Kolhapurcell 4800005612

distance 0.249

#14 · Kolhapurcell 4800005381

distance 0.25

#15 · Sanglicell 4930000962

distance 0.251 · cross-district

#16 · Sanglicell 4930002897

distance 0.255 · cross-district

#17 · Ahmednagarcell 4660012932

distance 0.257 · cross-district

#18 · Laturcell 4810000219

distance 0.258 · 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":4800005194}}}'

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.