Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002220

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001666

distance 0.162

#2 · Ahmednagarcell 4660002661

distance 0.205 · cross-district

#3 · Beedcell 4700005643

distance 0.212 · cross-district

#4 · Kolhapurcell 4800002026

distance 0.213

#5 · Kolhapurcell 4800003859

distance 0.219

#6 · Buldhanacell 4720002508

distance 0.22 · cross-district

#7 · Kolhapurcell 4800002172

distance 0.223

#8 · Buldhanacell 4720002855

distance 0.226 · cross-district

#9 · Kolhapurcell 4800002068

distance 0.229

#10 · Ahmednagarcell 4660004451

distance 0.23 · cross-district

#11 · Beedcell 4700005500

distance 0.232 · cross-district

#12 · Kolhapurcell 4800001781

distance 0.233

#13 · Beedcell 4700004339

distance 0.233 · cross-district

#14 · Sanglicell 4930004405

distance 0.237 · cross-district

#15 · Kolhapurcell 4800002160

distance 0.238

#16 · Ahmednagarcell 4660005286

distance 0.239 · cross-district

#17 · Sanglicell 4930005355

distance 0.24 · cross-district

#18 · Beedcell 4700004190

distance 0.24 · 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":4800002220}}}'

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.