Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002339

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

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002341

distance 0.193

#2 · Nagpurcell 4840003509

distance 0.203 · cross-district

#3 · Bhandaracell 4710001852

distance 0.207

#4 · Bhandaracell 4710002390

distance 0.213

#5 · Bhandaracell 4710003607

distance 0.231

#6 · Bhandaracell 4710002241

distance 0.249

#7 · Bhandaracell 4710002435

distance 0.251

#8 · Gondiacell 4760003565

distance 0.255 · cross-district

#9 · Nagpurcell 4840005216

distance 0.258 · cross-district

#10 · Bhandaracell 4710001413

distance 0.259

#11 · Bhandaracell 4710001697

distance 0.261

#12 · Bhandaracell 4710001684

distance 0.263

#13 · Gondiacell 4760001632

distance 0.263 · cross-district

#14 · Bhandaracell 4710001429

distance 0.264

#15 · Nagpurcell 4840002756

distance 0.264 · cross-district

#16 · Nagpurcell 4840004507

distance 0.273 · cross-district

#17 · Nagpurcell 4840001830

distance 0.276 · cross-district

#18 · Nagpurcell 4840005475

distance 0.28 · 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":4710002339}}}'

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.