Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005721

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005789

distance 0.082

#2 · Kolhapurcell 4800004277

distance 0.119

#3 · Kolhapurcell 4800004035

distance 0.146

#4 · Kolhapurcell 4800004034

distance 0.15

#5 · Kolhapurcell 4800004278

distance 0.154

#6 · Kolhapurcell 4800004115

distance 0.169

#7 · Sanglicell 4930000284

distance 0.182 · cross-district

#8 · Kolhapurcell 4800005645

distance 0.184

#9 · Sanglicell 4930000246

distance 0.203 · cross-district

#10 · Sanglicell 4930000333

distance 0.208 · cross-district

#11 · Kolhapurcell 4800005788

distance 0.218

#12 · Kolhapurcell 4800005391

distance 0.229

#13 · Kolhapurcell 4800001918

distance 0.232

#14 · Solapurcell 4960010387

distance 0.232 · cross-district

#15 · Kolhapurcell 4800005786

distance 0.238

#16 · Kolhapurcell 4800004266

distance 0.246

#17 · Sanglicell 4930000389

distance 0.247 · cross-district

#18 · Sanglicell 4930000332

distance 0.249 · 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":4800005721}}}'

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.