Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000052

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000248

distance 0.312

#2 · Kolhapurcell 4800000076

distance 0.322

#3 · Kolhapurcell 4800000200

distance 0.368

#4 · Kolhapurcell 4800000193

distance 0.376

#5 · Kolhapurcell 4800000128

distance 0.387

#6 · Kolhapurcell 4800000264

distance 0.391

#7 · Kolhapurcell 4800000249

distance 0.394

#8 · Kolhapurcell 4800000265

distance 0.396

#9 · Kolhapurcell 4800005250

distance 0.397

#10 · Kolhapurcell 4800000191

distance 0.404

#11 · Punecell 4900007032

distance 0.405 · cross-district

#12 · Kolhapurcell 4800000016

distance 0.406

#13 · Kolhapurcell 4800000129

distance 0.412

#14 · Kolhapurcell 4800000053

distance 0.418

#15 · Kolhapurcell 4800000074

distance 0.418

#16 · Punecell 4900007644

distance 0.42 · cross-district

#17 · Kolhapurcell 4800000004

distance 0.422

#18 · Kolhapurcell 4800000232

distance 0.422

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":4800000052}}}'

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.