Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006728

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005467

distance 0.27 · cross-district

#2 · Yavatmalcell 5000006759

distance 0.281 · cross-district

#3 · Amravaticell 4680001960

distance 0.297 · cross-district

#4 · Akolacell 4670001218

distance 0.297 · cross-district

#5 · Jalgaoncell 4780005881

distance 0.304 · cross-district

#6 · Wardhacell 4980002813

distance 0.317 · cross-district

#7 · Nandedcell 4850004046

distance 0.318 · cross-district

#8 · Chandrapurcell 4730002385

distance 0.32

#9 · Jalgaoncell 4780001353

distance 0.32 · cross-district

#10 · Yavatmalcell 5000008684

distance 0.323 · cross-district

#11 · Nagpurcell 4840006344

distance 0.328 · cross-district

#12 · Solapurcell 4960009841

distance 0.33 · cross-district

#13 · Beedcell 4700005580

distance 0.332 · cross-district

#14 · Amravaticell 4680001372

distance 0.337 · cross-district

#15 · Kolhapurcell 4800004161

distance 0.339 · cross-district

#16 · Jalgaoncell 4780003492

distance 0.34 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000504

distance 0.343 · cross-district

#18 · Kolhapurcell 4800004847

distance 0.343 · 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":4730006728}}}'

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.