Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001606

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003037

distance 0.29

#2 · Hingolicell 4770000491

distance 0.308 · cross-district

#3 · Chandrapurcell 4730005306

distance 0.319

#4 · Nagpurcell 4840000886

distance 0.32 · cross-district

#5 · Chandrapurcell 4730001940

distance 0.322

#6 · Chandrapurcell 4730002083

distance 0.332

#7 · Chandrapurcell 4730000870

distance 0.335

#8 · Chandrapurcell 4730002619

distance 0.337

#9 · Yavatmalcell 5000005383

distance 0.339 · cross-district

#10 · Nagpurcell 4840004582

distance 0.341 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001580

distance 0.342 · cross-district

#12 · Chandrapurcell 4730002358

distance 0.343

#13 · Yavatmalcell 5000002357

distance 0.344 · cross-district

#14 · Amravaticell 4680006717

distance 0.346 · cross-district

#15 · Chandrapurcell 4730002306

distance 0.346

#16 · Nandedcell 4850000186

distance 0.346 · cross-district

#17 · Akolacell 4670003815

distance 0.348 · cross-district

#18 · Yavatmalcell 5000002756

distance 0.348 · 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":4730001606}}}'

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.