Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000670

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000736

distance 0.256

#2 · Kolhapurcell 4800000327

distance 0.265

#3 · Kolhapurcell 4800003856

distance 0.27

#4 · Kolhapurcell 4800000700

distance 0.27

#5 · Sanglicell 4930004099

distance 0.277 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003229

distance 0.279 · cross-district

#7 · Kolhapurcell 4800000779

distance 0.281

#8 · Chhatrapati Sambhajinagarcell 4690004206

distance 0.285 · cross-district

#9 · Kolhapurcell 4800000519

distance 0.287

#10 · Kolhapurcell 4800004673

distance 0.289

#11 · Kolhapurcell 4800001336

distance 0.289

#12 · Jalnacell 4790002849

distance 0.29 · cross-district

#13 · Kolhapurcell 4800002072

distance 0.292

#14 · Kolhapurcell 4800004011

distance 0.293

#15 · Kolhapurcell 4800000776

distance 0.294

#16 · Kolhapurcell 4800003870

distance 0.294

#17 · Chhatrapati Sambhajinagarcell 4690003803

distance 0.296 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003028

distance 0.298 · 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":4800000670}}}'

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.