Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003601

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

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003458

distance 0.219

#2 · Bhandaracell 4710001546

distance 0.246

#3 · Bhandaracell 4710003584

distance 0.248

#4 · Bhandaracell 4710003325

distance 0.257

#5 · Bhandaracell 4710002582

distance 0.267

#6 · Amravaticell 4680009293

distance 0.275 · cross-district

#7 · Bhandaracell 4710002119

distance 0.28

#8 · Nagpurcell 4840005123

distance 0.284 · cross-district

#9 · Bhandaracell 4710003460

distance 0.29

#10 · Bhandaracell 4710003582

distance 0.294

#11 · Gondiacell 4760001964

distance 0.296 · cross-district

#12 · Gondiacell 4760001274

distance 0.297 · cross-district

#13 · Bhandaracell 4710003328

distance 0.297

#14 · Nagpurcell 4840002291

distance 0.298 · cross-district

#15 · Nagpurcell 4840006835

distance 0.3 · cross-district

#16 · Gondiacell 4760001742

distance 0.301 · cross-district

#17 · Nagpurcell 4840004109

distance 0.302 · cross-district

#18 · Bhandaracell 4710002118

distance 0.302

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":4710003601}}}'

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.