Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003313

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003411

distance 0.338

#2 · Bhandaracell 4710003232

distance 0.343

#3 · Bhandaracell 4710002112

distance 0.36

#4 · Bhandaracell 4710003595

distance 0.369

#5 · Bhandaracell 4710001207

distance 0.412

#6 · Bhandaracell 4710001382

distance 0.418

#7 · Bhandaracell 4710001574

distance 0.419

#8 · Nagpurcell 4840006505

distance 0.424 · cross-district

#9 · Gondiacell 4760000683

distance 0.432 · cross-district

#10 · Bhandaracell 4710003490

distance 0.436

#11 · Amravaticell 4680010486

distance 0.437 · cross-district

#12 · Bhandaracell 4710001480

distance 0.443

#13 · Gondiacell 4760001092

distance 0.444 · cross-district

#14 · Bhandaracell 4710001287

distance 0.445

#15 · Bhandaracell 4710003487

distance 0.447

#16 · Gondiacell 4760001147

distance 0.448 · cross-district

#17 · Bhandaracell 4710003468

distance 0.449

#18 · Bhandaracell 4710000891

distance 0.451

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":4710003313}}}'

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.