Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003291

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.276

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003584

distance 0.276

#2 · Bhandaracell 4710003081

distance 0.291

#3 · Nagpurcell 4840002550

distance 0.297 · cross-district

#4 · Nagpurcell 4840008196

distance 0.345 · cross-district

#5 · Gondiacell 4760001148

distance 0.345 · cross-district

#6 · Bhandaracell 4710003247

distance 0.345

#7 · Bhandaracell 4710001900

distance 0.352

#8 · Bhandaracell 4710003488

distance 0.353

#9 · Bhandaracell 4710002153

distance 0.356

#10 · Chandrapurcell 4730004497

distance 0.364 · cross-district

#11 · Gondiacell 4760001183

distance 0.364 · cross-district

#12 · Nagpurcell 4840008177

distance 0.37 · cross-district

#13 · Wardhacell 4980002526

distance 0.37 · cross-district

#14 · Gondiacell 4760003249

distance 0.374 · cross-district

#15 · Bhandaracell 4710002781

distance 0.379

#16 · Nagpurcell 4840000722

distance 0.383 · cross-district

#17 · Nagpurcell 4840000785

distance 0.383 · cross-district

#18 · Bhandaracell 4710003345

distance 0.385

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":4710003291}}}'

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.