Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001413

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000802

distance 0.237 · cross-district

#2 · Nandedcell 4850000757

distance 0.239 · cross-district

#3 · Chandrapurcell 4730002432

distance 0.241

#4 · Chandrapurcell 4730001598

distance 0.246

#5 · Nagpurcell 4840001221

distance 0.255 · cross-district

#6 · Nandedcell 4850000891

distance 0.256 · cross-district

#7 · Chandrapurcell 4730003876

distance 0.259

#8 · Nagpurcell 4840002365

distance 0.259 · cross-district

#9 · Gondiacell 4760001712

distance 0.267 · cross-district

#10 · Chandrapurcell 4730001900

distance 0.267

#11 · Akolacell 4670003598

distance 0.274 · cross-district

#12 · Nandedcell 4850001943

distance 0.276 · cross-district

#13 · Chandrapurcell 4730001835

distance 0.279

#14 · Chandrapurcell 4730002227

distance 0.28

#15 · Washimcell 4990004242

distance 0.28 · cross-district

#16 · Chandrapurcell 4730001640

distance 0.281

#17 · Akolacell 4670000530

distance 0.284 · cross-district

#18 · Chandrapurcell 4730000566

distance 0.284

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":4730001413}}}'

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.