Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009352

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.31

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007777

distance 0.31

#2 · Chandrapurcell 4730008624

distance 0.314

#3 · Yavatmalcell 5000008306

distance 0.342 · cross-district

#4 · Chandrapurcell 4730006016

distance 0.343

#5 · Jalgaoncell 4780003031

distance 0.349 · cross-district

#6 · Gadchirolicell 4750010449

distance 0.352 · cross-district

#7 · Gadchirolicell 4750010369

distance 0.353 · cross-district

#8 · Gadchirolicell 4750010454

distance 0.354 · cross-district

#9 · Bhandaracell 4710001279

distance 0.356 · cross-district

#10 · Bhandaracell 4710001120

distance 0.36 · cross-district

#11 · Bhandaracell 4710000077

distance 0.367 · cross-district

#12 · Bhandaracell 4710000196

distance 0.372 · cross-district

#13 · Chandrapurcell 4730006138

distance 0.375

#14 · Gadchirolicell 4750010061

distance 0.376 · cross-district

#15 · Bhandaracell 4710000075

distance 0.38 · cross-district

#16 · Chandrapurcell 4730004863

distance 0.383

#17 · Gadchirolicell 4750012284

distance 0.386 · cross-district

#18 · Chandrapurcell 4730006364

distance 0.386

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":4730009352}}}'

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.