Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003175

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003219

distance 0.202

#2 · Bhandaracell 4710003218

distance 0.234

#3 · Bhandaracell 4710003171

distance 0.239

#4 · Bhandaracell 4710003174

distance 0.254

#5 · Bhandaracell 4710003173

distance 0.257

#6 · Bhandaracell 4710003499

distance 0.286

#7 · Bhandaracell 4710003500

distance 0.287

#8 · Nagpurcell 4840002569

distance 0.293 · cross-district

#9 · Nagpurcell 4840007048

distance 0.305 · cross-district

#10 · Nagpurcell 4840002664

distance 0.311 · cross-district

#11 · Amravaticell 4680008678

distance 0.311 · cross-district

#12 · Amravaticell 4680007457

distance 0.312 · cross-district

#13 · Nagpurcell 4840002665

distance 0.316 · cross-district

#14 · Bhandaracell 4710001142

distance 0.317

#15 · Bhandaracell 4710003172

distance 0.321

#16 · Nagpurcell 4840007047

distance 0.322 · cross-district

#17 · Bhandaracell 4710003412

distance 0.322

#18 · Amravaticell 4680007617

distance 0.325 · 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":471,"cluster_id":4710003175}}}'

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.