Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002007

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001921

distance 0.159

#2 · Chandrapurcell 4730001675

distance 0.221

#3 · Nagpurcell 4840002273

distance 0.222 · cross-district

#4 · Beedcell 4700003294

distance 0.242 · cross-district

#5 · Nagpurcell 4840006608

distance 0.242 · cross-district

#6 · Chandrapurcell 4730001189

distance 0.244

#7 · Chandrapurcell 4730005386

distance 0.246

#8 · Gadchirolicell 4750006689

distance 0.256 · cross-district

#9 · Nagpurcell 4840005984

distance 0.265 · cross-district

#10 · Dharashivcell 4880000066

distance 0.266 · cross-district

#11 · Gadchirolicell 4750010321

distance 0.266 · cross-district

#12 · Washimcell 4990003710

distance 0.268 · cross-district

#13 · Nagpurcell 4840004721

distance 0.269 · cross-district

#14 · Nandedcell 4850001417

distance 0.269 · cross-district

#15 · Jalgaoncell 4780005856

distance 0.271 · cross-district

#16 · Amravaticell 4680000860

distance 0.273 · cross-district

#17 · Nagpurcell 4840000937

distance 0.276 · cross-district

#18 · Chandrapurcell 4730008281

distance 0.277

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":4730002007}}}'

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.