Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004794

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005481

distance 0.12

#2 · Sanglicell 4930006248

distance 0.175 · cross-district

#3 · Kolhapurcell 4800004799

distance 0.184

#4 · Kolhapurcell 4800005399

distance 0.191

#5 · Kolhapurcell 4800005482

distance 0.192

#6 · Punecell 4900000907

distance 0.196 · cross-district

#7 · Sanglicell 4930001837

distance 0.199 · cross-district

#8 · Kolhapurcell 4800005400

distance 0.204

#9 · Sanglicell 4930002845

distance 0.207 · cross-district

#10 · Sanglicell 4930006546

distance 0.214 · cross-district

#11 · Solapurcell 4960007911

distance 0.216 · cross-district

#12 · Sanglicell 4930002332

distance 0.219 · cross-district

#13 · Sanglicell 4930001998

distance 0.224 · cross-district

#14 · Sataracell 4940008619

distance 0.224 · cross-district

#15 · Sanglicell 4930006115

distance 0.226 · cross-district

#16 · Kolhapurcell 4800005564

distance 0.228

#17 · Punecell 4900000174

distance 0.228 · cross-district

#18 · Nashikcell 4870004408

distance 0.232 · 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":4800004794}}}'

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.