Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000586

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000315

distance 0.221

#2 · Kolhapurcell 4800000605

distance 0.225

#3 · Kolhapurcell 4800000342

distance 0.24

#4 · Ahmednagarcell 4660011774

distance 0.247 · cross-district

#5 · Kolhapurcell 4800000647

distance 0.25

#6 · Kolhapurcell 4800000354

distance 0.265

#7 · Kolhapurcell 4800000371

distance 0.265

#8 · Kolhapurcell 4800000575

distance 0.277

#9 · Sataracell 4940000910

distance 0.278 · cross-district

#10 · Kolhapurcell 4800000639

distance 0.279

#11 · Kolhapurcell 4800000620

distance 0.28

#12 · Kolhapurcell 4800000543

distance 0.282

#13 · Kolhapurcell 4800001072

distance 0.283

#14 · Kolhapurcell 4800000626

distance 0.285

#15 · Kolhapurcell 4800000443

distance 0.287

#16 · Sataracell 4940000909

distance 0.288 · cross-district

#17 · Nashikcell 4870002698

distance 0.289 · cross-district

#18 · Sataracell 4940000567

distance 0.29 · 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":4800000586}}}'

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.