Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003379

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000891

distance 0.23 · cross-district

#2 · Nandedcell 4850003126

distance 0.261 · cross-district

#3 · Chandrapurcell 4730003771

distance 0.261

#4 · Dharashivcell 4880000144

distance 0.27 · cross-district

#5 · Chandrapurcell 4730001985

distance 0.273

#6 · Chandrapurcell 4730001598

distance 0.278

#7 · Chandrapurcell 4730003459

distance 0.282

#8 · Beedcell 4700000338

distance 0.286 · cross-district

#9 · Nandedcell 4850000147

distance 0.286 · cross-district

#10 · Chandrapurcell 4730002251

distance 0.289

#11 · Yavatmalcell 5000005489

distance 0.291 · cross-district

#12 · Akolacell 4670003598

distance 0.292 · cross-district

#13 · Nandedcell 4850001943

distance 0.293 · cross-district

#14 · Jalnacell 4790000467

distance 0.294 · cross-district

#15 · Gadchirolicell 4750003241

distance 0.294 · cross-district

#16 · Chandrapurcell 4730002088

distance 0.297

#17 · Chandrapurcell 4730001413

distance 0.297

#18 · Buldhanacell 4720006817

distance 0.3 · 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":4730003379}}}'

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.