Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000004248

The MH-36 locality cells most similar to this Yavatmal 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

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000009818

distance 0.235

#2 · Yavatmalcell 5000008542

distance 0.24

#3 · Yavatmalcell 5000004422

distance 0.248

#4 · Yavatmalcell 5000007033

distance 0.249

#5 · Nagpurcell 4840002357

distance 0.249 · cross-district

#6 · Wardhacell 4980000223

distance 0.25 · cross-district

#7 · Yavatmalcell 5000003357

distance 0.253

#8 · Yavatmalcell 5000007129

distance 0.259

#9 · Nagpurcell 4840000948

distance 0.259 · cross-district

#10 · Chandrapurcell 4730007495

distance 0.262 · cross-district

#11 · Amravaticell 4680000452

distance 0.27 · cross-district

#12 · Yavatmalcell 5000010620

distance 0.272

#13 · Yavatmalcell 5000006371

distance 0.274

#14 · Chandrapurcell 4730007607

distance 0.277 · cross-district

#15 · Nagpurcell 4840000687

distance 0.277 · cross-district

#16 · Nagpurcell 4840002263

distance 0.277 · cross-district

#17 · Nagpurcell 4840002259

distance 0.278 · cross-district

#18 · Chandrapurcell 4730002678

distance 0.279 · 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":500,"cluster_id":5000004248}}}'

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.