Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002478

The MH-36 locality cells most similar to this Chandrapur 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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002279

distance 0.212

#2 · Jalgaoncell 4780005673

distance 0.218 · cross-district

#3 · Buldhanacell 4720008140

distance 0.224 · cross-district

#4 · Amravaticell 4680003131

distance 0.235 · cross-district

#5 · Dharashivcell 4880003935

distance 0.236 · cross-district

#6 · Chandrapurcell 4730002282

distance 0.239

#7 · Chandrapurcell 4730001591

distance 0.242

#8 · Dharashivcell 4880005843

distance 0.245 · cross-district

#9 · Chandrapurcell 4730004797

distance 0.245

#10 · Chandrapurcell 4730002414

distance 0.247

#11 · Hingolicell 4770000193

distance 0.247 · cross-district

#12 · Washimcell 4990000107

distance 0.252 · cross-district

#13 · Chandrapurcell 4730001302

distance 0.253

#14 · Nandedcell 4850000895

distance 0.253 · cross-district

#15 · Solapurcell 4960008722

distance 0.253 · cross-district

#16 · Yavatmalcell 5000003396

distance 0.258 · cross-district

#17 · Jalgaoncell 4780004959

distance 0.259 · cross-district

#18 · Akolacell 4670000179

distance 0.262 · 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":473,"cluster_id":4730002478}}}'

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.