Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000633

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000939

distance 0.234

#2 · Kolhapurcell 4800000631

distance 0.239

#3 · Kolhapurcell 4800000515

distance 0.246

#4 · Kolhapurcell 4800000483

distance 0.268

#5 · Kolhapurcell 4800000938

distance 0.274

#6 · Jalnacell 4790004176

distance 0.274 · cross-district

#7 · Jalnacell 4790004173

distance 0.278 · cross-district

#8 · Kolhapurcell 4800000742

distance 0.283

#9 · Kolhapurcell 4800000481

distance 0.284

#10 · Kolhapurcell 4800001574

distance 0.284

#11 · Kolhapurcell 4800000706

distance 0.288

#12 · Kolhapurcell 4800000813

distance 0.29

#13 · Buldhanacell 4720002695

distance 0.293 · cross-district

#14 · Jalnacell 4790003934

distance 0.294 · cross-district

#15 · Solapurcell 4960001967

distance 0.299 · cross-district

#16 · Kolhapurcell 4800000668

distance 0.3

#17 · Chhatrapati Sambhajinagarcell 4690006080

distance 0.304 · cross-district

#18 · Gondiacell 4760002887

distance 0.306 · 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":4800000633}}}'

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.