Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003539

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

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003782

distance 0.282

#2 · Chandrapurcell 4730000777

distance 0.304

#3 · Chandrapurcell 4730003783

distance 0.326

#4 · Buldhanacell 4720000664

distance 0.352 · cross-district

#5 · Chandrapurcell 4730002382

distance 0.354

#6 · Chandrapurcell 4730002759

distance 0.357

#7 · Chandrapurcell 4730002903

distance 0.371

#8 · Gadchirolicell 4750006315

distance 0.374 · cross-district

#9 · Chandrapurcell 4730002758

distance 0.383

#10 · Nagpurcell 4840001798

distance 0.385 · cross-district

#11 · Chandrapurcell 4730002246

distance 0.394

#12 · Jalgaoncell 4780006531

distance 0.398 · cross-district

#13 · Nagpurcell 4840003749

distance 0.407 · cross-district

#14 · Chandrapurcell 4730002749

distance 0.409

#15 · Chandrapurcell 4730003873

distance 0.416

#16 · Washimcell 4990003658

distance 0.418 · cross-district

#17 · Chandrapurcell 4730002317

distance 0.419

#18 · Nandedcell 4850006888

distance 0.423 · 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":4730003539}}}'

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.