Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002934

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

0.351

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004574

distance 0.351 · cross-district

#2 · Nagpurcell 4840008014

distance 0.38 · cross-district

#3 · Nagpurcell 4840008366

distance 0.384 · cross-district

#4 · Nagpurcell 4840008079

distance 0.386 · cross-district

#5 · Nagpurcell 4840007533

distance 0.387 · cross-district

#6 · Nagpurcell 4840008409

distance 0.389 · cross-district

#7 · Yavatmalcell 5000007549

distance 0.391 · cross-district

#8 · Yavatmalcell 5000008895

distance 0.407 · cross-district

#9 · Nagpurcell 4840000979

distance 0.41 · cross-district

#10 · Nagpurcell 4840001942

distance 0.411 · cross-district

#11 · Nagpurcell 4840001757

distance 0.412 · cross-district

#12 · Nagpurcell 4840008077

distance 0.416 · cross-district

#13 · Nagpurcell 4840003236

distance 0.416 · cross-district

#14 · Nagpurcell 4840008141

distance 0.42 · cross-district

#15 · Bhandaracell 4710003383

distance 0.423

#16 · Yavatmalcell 5000007405

distance 0.423 · cross-district

#17 · Bhandaracell 4710002732

distance 0.426

#18 · Nagpurcell 4840007613

distance 0.429 · 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":4710002934}}}'

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.