Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003458

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003380

distance 0.266

#2 · Amravaticell 4680001836

distance 0.303 · cross-district

#3 · Chandrapurcell 4730003614

distance 0.305

#4 · Jalnacell 4790003824

distance 0.316 · cross-district

#5 · Chandrapurcell 4730003245

distance 0.324

#6 · Dharashivcell 4880000695

distance 0.334 · cross-district

#7 · Nandedcell 4850001376

distance 0.336 · cross-district

#8 · Wardhacell 4980003700

distance 0.338 · cross-district

#9 · Laturcell 4810002948

distance 0.341 · cross-district

#10 · Nagpurcell 4840006896

distance 0.342 · cross-district

#11 · Yavatmalcell 5000005816

distance 0.345 · cross-district

#12 · Akolacell 4670001568

distance 0.347 · cross-district

#13 · Nagpurcell 4840003652

distance 0.349 · cross-district

#14 · Nagpurcell 4840003464

distance 0.355 · cross-district

#15 · Chandrapurcell 4730003308

distance 0.356

#16 · Akolacell 4670002085

distance 0.356 · cross-district

#17 · Beedcell 4700001185

distance 0.357 · cross-district

#18 · Chandrapurcell 4730004417

distance 0.36

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":4730003458}}}'

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.