Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001892

The MH-36 locality cells most similar to this Bhandara 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003124

distance 0.216

#2 · Nagpurcell 4840007041

distance 0.244 · cross-district

#3 · Nagpurcell 4840005733

distance 0.259 · cross-district

#4 · Bhandaracell 4710001252

distance 0.259

#5 · Bhandaracell 4710001925

distance 0.26

#6 · Yavatmalcell 5000008693

distance 0.266 · cross-district

#7 · Nagpurcell 4840002300

distance 0.268 · cross-district

#8 · Bhandaracell 4710002057

distance 0.272

#9 · Nagpurcell 4840002391

distance 0.273 · cross-district

#10 · Nagpurcell 4840006945

distance 0.277 · cross-district

#11 · Gondiacell 4760001746

distance 0.277 · cross-district

#12 · Bhandaracell 4710001248

distance 0.277

#13 · Bhandaracell 4710001421

distance 0.28

#14 · Gondiacell 4760001860

distance 0.28 · cross-district

#15 · Nagpurcell 4840006597

distance 0.28 · cross-district

#16 · Bhandaracell 4710001523

distance 0.283

#17 · Yavatmalcell 5000008807

distance 0.285 · cross-district

#18 · Bhandaracell 4710001461

distance 0.292

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":471,"cluster_id":4710001892}}}'

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.