Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005881

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007227

distance 0.27

#2 · Chandrapurcell 4730006899

distance 0.271

#3 · Chandrapurcell 4730006461

distance 0.289

#4 · Chandrapurcell 4730006893

distance 0.291

#5 · Chandrapurcell 4730006671

distance 0.294

#6 · Chandrapurcell 4730005665

distance 0.299

#7 · Chandrapurcell 4730006115

distance 0.313

#8 · Chandrapurcell 4730008857

distance 0.315

#9 · Chandrapurcell 4730005996

distance 0.316

#10 · Jalgaoncell 4780003536

distance 0.319 · cross-district

#11 · Gadchirolicell 4750010048

distance 0.32 · cross-district

#12 · Chandrapurcell 4730006112

distance 0.322

#13 · Gadchirolicell 4750010776

distance 0.323 · cross-district

#14 · Chandrapurcell 4730006660

distance 0.328

#15 · Gadchirolicell 4750010369

distance 0.334 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001743

distance 0.339 · cross-district

#17 · Chandrapurcell 4730007353

distance 0.341

#18 · Gadchirolicell 4750010321

distance 0.345 · 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":4730005881}}}'

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.