Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004369

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004715

distance 0.139

#2 · Kolhapurcell 4800004890

distance 0.183

#3 · Sanglicell 4930006532

distance 0.195 · cross-district

#4 · Kolhapurcell 4800004624

distance 0.198

#5 · Kolhapurcell 4800004045

distance 0.213

#6 · Punecell 4900001028

distance 0.219 · cross-district

#7 · Punecell 4900000663

distance 0.22 · cross-district

#8 · Kolhapurcell 4800004286

distance 0.222

#9 · Kolhapurcell 4800004448

distance 0.231

#10 · Sanglicell 4930005183

distance 0.231 · cross-district

#11 · Sanglicell 4930002003

distance 0.231 · cross-district

#12 · Sanglicell 4930007073

distance 0.233 · cross-district

#13 · Kolhapurcell 4800004799

distance 0.233

#14 · Sanglicell 4930006392

distance 0.234 · cross-district

#15 · Amravaticell 4680003378

distance 0.237 · cross-district

#16 · Solapurcell 4960010636

distance 0.238 · cross-district

#17 · Solapurcell 4960010789

distance 0.239 · cross-district

#18 · Sanglicell 4930006460

distance 0.24 · 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":4800004369}}}'

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.