Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001001

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000961

distance 0.18

#2 · Kolhapurcell 4800000754

distance 0.186

#3 · Kolhapurcell 4800000998

distance 0.214

#4 · Kolhapurcell 4800000893

distance 0.233

#5 · Kolhapurcell 4800001202

distance 0.242

#6 · Kolhapurcell 4800001148

distance 0.245

#7 · Kolhapurcell 4800001147

distance 0.251

#8 · Kolhapurcell 4800000928

distance 0.264

#9 · Kolhapurcell 4800000364

distance 0.264

#10 · Sanglicell 4930004917

distance 0.281 · cross-district

#11 · Kolhapurcell 4800000887

distance 0.284

#12 · Kolhapurcell 4800001037

distance 0.284

#13 · Kolhapurcell 4800000581

distance 0.289

#14 · Kolhapurcell 4800000425

distance 0.291

#15 · Kolhapurcell 4800000832

distance 0.293

#16 · Kolhapurcell 4800000935

distance 0.294

#17 · Kolhapurcell 4800000966

distance 0.298

#18 · Kolhapurcell 4800000458

distance 0.304

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":4800001001}}}'

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.