Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005306

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002083

distance 0.277

#2 · Chandrapurcell 4730008076

distance 0.284

#3 · Nagpurcell 4840008241

distance 0.289 · cross-district

#4 · Chandrapurcell 4730007432

distance 0.305

#5 · Yavatmalcell 5000001857

distance 0.311 · cross-district

#6 · Gadchirolicell 4750005507

distance 0.315 · cross-district

#7 · Kolhapurcell 4800004841

distance 0.316 · cross-district

#8 · Chandrapurcell 4730001606

distance 0.319

#9 · Yavatmalcell 5000004038

distance 0.319 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006802

distance 0.323 · cross-district

#11 · Chandrapurcell 4730003918

distance 0.324

#12 · Nagpurcell 4840000886

distance 0.325 · cross-district

#13 · Amravaticell 4680006717

distance 0.329 · cross-district

#14 · Chandrapurcell 4730004571

distance 0.33

#15 · Chandrapurcell 4730008169

distance 0.331

#16 · Chandrapurcell 4730007238

distance 0.334

#17 · Chhatrapati Sambhajinagarcell 4690001580

distance 0.335 · cross-district

#18 · Amravaticell 4680006872

distance 0.335 · 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":4730005306}}}'

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.