Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004403

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003930

distance 0.225

#2 · Chandrapurcell 4730004215

distance 0.242

#3 · Jalgaoncell 4780002970

distance 0.256 · cross-district

#4 · Chandrapurcell 4730003500

distance 0.256

#5 · Gadchirolicell 4750008454

distance 0.259 · cross-district

#6 · Gadchirolicell 4750010777

distance 0.264 · cross-district

#7 · Chandrapurcell 4730004286

distance 0.275

#8 · Wardhacell 4980000662

distance 0.277 · cross-district

#9 · Yavatmalcell 5000006245

distance 0.285 · cross-district

#10 · Nagpurcell 4840002572

distance 0.287 · cross-district

#11 · Chandrapurcell 4730007683

distance 0.292

#12 · Chandrapurcell 4730008087

distance 0.292

#13 · Bhandaracell 4710002926

distance 0.293 · cross-district

#14 · Chandrapurcell 4730003743

distance 0.295

#15 · Chandrapurcell 4730004595

distance 0.295

#16 · Nagpurcell 4840000812

distance 0.297 · cross-district

#17 · Yavatmalcell 5000002340

distance 0.298 · cross-district

#18 · Amravaticell 4680001324

distance 0.298 · 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":4730004403}}}'

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.