Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004322

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000144

distance 0.268 · cross-district

#2 · Beedcell 4700007729

distance 0.29 · cross-district

#3 · Chandrapurcell 4730003771

distance 0.294

#4 · Beedcell 4700005291

distance 0.305 · cross-district

#5 · Yavatmalcell 5000005489

distance 0.305 · cross-district

#6 · Laturcell 4810003064

distance 0.323 · cross-district

#7 · Laturcell 4810002963

distance 0.326 · cross-district

#8 · Chandrapurcell 4730004319

distance 0.327

#9 · Chandrapurcell 4730003379

distance 0.327

#10 · Wardhacell 4980002708

distance 0.329 · cross-district

#11 · Gadchirolicell 4750007539

distance 0.329 · cross-district

#12 · Nagpurcell 4840004387

distance 0.335 · cross-district

#13 · Chandrapurcell 4730004419

distance 0.336

#14 · Jalgaoncell 4780005211

distance 0.338 · cross-district

#15 · Wardhacell 4980004494

distance 0.342 · cross-district

#16 · Amravaticell 4680001513

distance 0.344 · cross-district

#17 · Nagpurcell 4840003651

distance 0.349 · cross-district

#18 · Gadchirolicell 4750005087

distance 0.351 · 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":4730004322}}}'

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.