Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004973

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005047

distance 0.163

#2 · Kolhapurcell 4800004287

distance 0.2

#3 · Kolhapurcell 4800004796

distance 0.211

#4 · Kolhapurcell 4800005138

distance 0.231

#5 · Kolhapurcell 4800005228

distance 0.236

#6 · Amravaticell 4680002479

distance 0.239 · cross-district

#7 · Solapurcell 4960008024

distance 0.241 · cross-district

#8 · Kolhapurcell 4800004607

distance 0.244

#9 · Kolhapurcell 4800005057

distance 0.248

#10 · Kolhapurcell 4800004709

distance 0.25

#11 · Sanglicell 4930002333

distance 0.253 · cross-district

#12 · Sanglicell 4930002503

distance 0.253 · cross-district

#13 · Kolhapurcell 4800005718

distance 0.258

#14 · Kolhapurcell 4800003954

distance 0.26

#15 · Kolhapurcell 4800004966

distance 0.264

#16 · Kolhapurcell 4800005052

distance 0.264

#17 · Sataracell 4940005587

distance 0.277 · cross-district

#18 · Kolhapurcell 4800004958

distance 0.287

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":4800004973}}}'

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.