Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003797

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002837

distance 0.203

#2 · Kolhapurcell 4800003794

distance 0.23

#3 · Kolhapurcell 4800003519

distance 0.237

#4 · Beedcell 4700004933

distance 0.256 · cross-district

#5 · Kolhapurcell 4800003727

distance 0.261

#6 · Beedcell 4700006117

distance 0.264 · cross-district

#7 · Sanglicell 4930002901

distance 0.267 · cross-district

#8 · Washimcell 4990002543

distance 0.267 · cross-district

#9 · Kolhapurcell 4800003525

distance 0.272

#10 · Kolhapurcell 4800003474

distance 0.273

#11 · Sanglicell 4930003074

distance 0.275 · cross-district

#12 · Ahmednagarcell 4660004027

distance 0.276 · cross-district

#13 · Kolhapurcell 4800002969

distance 0.278

#14 · Solapurcell 4960000349

distance 0.278 · cross-district

#15 · Sanglicell 4930001057

distance 0.282 · cross-district

#16 · Sataracell 4940002844

distance 0.283 · cross-district

#17 · Beedcell 4700004067

distance 0.283 · cross-district

#18 · Ahmednagarcell 4660004932

distance 0.284 · 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":4800003797}}}'

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.