Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002255

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

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002257

distance 0.313

#2 · Gadchirolicell 4750007342

distance 0.321 · cross-district

#3 · Chandrapurcell 4730004694

distance 0.323

#4 · Gadchirolicell 4750007819

distance 0.327 · cross-district

#5 · Amravaticell 4680003589

distance 0.327 · cross-district

#6 · Jalgaoncell 4780006033

distance 0.329 · cross-district

#7 · Gadchirolicell 4750007894

distance 0.338 · cross-district

#8 · Washimcell 4990003658

distance 0.345 · cross-district

#9 · Nagpurcell 4840002855

distance 0.348 · cross-district

#10 · Chandrapurcell 4730003663

distance 0.348

#11 · Jalgaoncell 4780005638

distance 0.354 · cross-district

#12 · Chandrapurcell 4730002633

distance 0.356

#13 · Jalgaoncell 4780005247

distance 0.357 · cross-district

#14 · Chandrapurcell 4730002382

distance 0.363

#15 · Chandrapurcell 4730002510

distance 0.368

#16 · Solapurcell 4960005309

distance 0.369 · cross-district

#17 · Gadchirolicell 4750007965

distance 0.369 · cross-district

#18 · Jalgaoncell 4780006361

distance 0.369 · 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":4730002255}}}'

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.