Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002248

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000811

distance 0.26 · cross-district

#2 · Chandrapurcell 4730001556

distance 0.268

#3 · Nagpurcell 4840005095

distance 0.269 · cross-district

#4 · Yavatmalcell 5000002910

distance 0.28 · cross-district

#5 · Beedcell 4700004314

distance 0.281 · cross-district

#6 · Hingolicell 4770000605

distance 0.285 · cross-district

#7 · Chandrapurcell 4730002503

distance 0.29

#8 · Beedcell 4700003629

distance 0.291 · cross-district

#9 · Nagpurcell 4840001453

distance 0.297 · cross-district

#10 · Jalgaoncell 4780005325

distance 0.297 · cross-district

#11 · Nandedcell 4850001640

distance 0.3 · cross-district

#12 · Yavatmalcell 5000009844

distance 0.301 · cross-district

#13 · Nandedcell 4850002212

distance 0.302 · cross-district

#14 · Yavatmalcell 5000011278

distance 0.303 · cross-district

#15 · Nandedcell 4850000624

distance 0.304 · cross-district

#16 · Nandedcell 4850001357

distance 0.304 · cross-district

#17 · Jalgaoncell 4780003297

distance 0.306 · cross-district

#18 · Chandrapurcell 4730002313

distance 0.306

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":4730002248}}}'

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.