Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000769

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001051

distance 0.179

#2 · Kolhapurcell 4800000770

distance 0.195

#3 · Kolhapurcell 4800001013

distance 0.216

#4 · Kolhapurcell 4800001009

distance 0.219

#5 · Kolhapurcell 4800001094

distance 0.239

#6 · Kolhapurcell 4800000808

distance 0.261

#7 · Kolhapurcell 4800002631

distance 0.264

#8 · Sataracell 4940000979

distance 0.266 · cross-district

#9 · Sataracell 4940001233

distance 0.273 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004786

distance 0.273 · cross-district

#11 · Kolhapurcell 4800001095

distance 0.279

#12 · Kolhapurcell 4800003135

distance 0.28

#13 · Beedcell 4700005211

distance 0.28 · cross-district

#14 · Nashikcell 4870010619

distance 0.283 · cross-district

#15 · Sataracell 4940000917

distance 0.283 · cross-district

#16 · Beedcell 4700005058

distance 0.286 · cross-district

#17 · Kolhapurcell 4800000785

distance 0.287

#18 · Beedcell 4700005217

distance 0.289 · 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":4800000769}}}'

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.