Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003232

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003411

distance 0.209

#2 · Bhandaracell 4710003187

distance 0.231

#3 · Bhandaracell 4710003316

distance 0.273

#4 · Bhandaracell 4710003535

distance 0.282

#5 · Bhandaracell 4710003142

distance 0.296

#6 · Bhandaracell 4710001225

distance 0.303

#7 · Bhandaracell 4710001207

distance 0.308

#8 · Bhandaracell 4710001050

distance 0.314

#9 · Bhandaracell 4710003276

distance 0.319

#10 · Bhandaracell 4710000930

distance 0.322

#11 · Gondiacell 4760001042

distance 0.323 · cross-district

#12 · Bhandaracell 4710003536

distance 0.33

#13 · Gondiacell 4760001092

distance 0.332 · cross-district

#14 · Bhandaracell 4710003521

distance 0.338

#15 · Amravaticell 4680010486

distance 0.34 · cross-district

#16 · Bhandaracell 4710003313

distance 0.343

#17 · Bhandaracell 4710003518

distance 0.351

#18 · Bhandaracell 4710003594

distance 0.358

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":4710003232}}}'

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.