Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005377

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007705

distance 0.186 · cross-district

#2 · Bhandaracell 4710001429

distance 0.235 · cross-district

#3 · Yavatmalcell 5000008572

distance 0.245 · cross-district

#4 · Bhandaracell 4710000995

distance 0.249 · cross-district

#5 · Nagpurcell 4840007037

distance 0.25 · cross-district

#6 · Chandrapurcell 4730005470

distance 0.254

#7 · Gadchirolicell 4750010667

distance 0.259 · cross-district

#8 · Yavatmalcell 5000008927

distance 0.26 · cross-district

#9 · Gadchirolicell 4750010567

distance 0.261 · cross-district

#10 · Wardhacell 4980000106

distance 0.264 · cross-district

#11 · Nagpurcell 4840003995

distance 0.265 · cross-district

#12 · Nagpurcell 4840003509

distance 0.265 · cross-district

#13 · Bhandaracell 4710001574

distance 0.266 · cross-district

#14 · Nagpurcell 4840005983

distance 0.269 · cross-district

#15 · Nagpurcell 4840000691

distance 0.271 · cross-district

#16 · Amravaticell 4680010485

distance 0.271 · cross-district

#17 · Nagpurcell 4840005475

distance 0.274 · cross-district

#18 · Nagpurcell 4840004399

distance 0.276 · 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":4730005377}}}'

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.