Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002498

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002012

distance 0.169

#2 · Kolhapurcell 4800001837

distance 0.189

#3 · Kolhapurcell 4800001454

distance 0.195

#4 · Kolhapurcell 4800001726

distance 0.196

#5 · Kolhapurcell 4800002215

distance 0.199

#6 · Kolhapurcell 4800002355

distance 0.202

#7 · Kolhapurcell 4800001613

distance 0.202

#8 · Kolhapurcell 4800002497

distance 0.205

#9 · Ahmednagarcell 4660004802

distance 0.215 · cross-district

#10 · Kolhapurcell 4800001620

distance 0.221

#11 · Kolhapurcell 4800001790

distance 0.222

#12 · Ahmednagarcell 4660002960

distance 0.223 · cross-district

#13 · Kolhapurcell 4800002448

distance 0.224

#14 · Kolhapurcell 4800001733

distance 0.227

#15 · Sanglicell 4930004673

distance 0.227 · cross-district

#16 · Kolhapurcell 4800002214

distance 0.227

#17 · Amravaticell 4680006739

distance 0.228 · cross-district

#18 · Ahmednagarcell 4660002725

distance 0.229 · 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":4800002498}}}'

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.