Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001727

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.423

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780001792

distance 0.423 · cross-district

#2 · Bhandaracell 4710001605

distance 0.452

#3 · Bhandaracell 4710001606

distance 0.465

#4 · Chandrapurcell 4730005914

distance 0.477 · cross-district

#5 · Sanglicell 4930002346

distance 0.491 · cross-district

#6 · Nagpurcell 4840001683

distance 0.513 · cross-district

#7 · Bhandaracell 4710000333

distance 0.521

#8 · Nagpurcell 4840006720

distance 0.521 · cross-district

#9 · Nagpurcell 4840003781

distance 0.523 · cross-district

#10 · Yavatmalcell 5000004940

distance 0.527 · cross-district

#11 · Bhandaracell 4710000828

distance 0.533

#12 · Chandrapurcell 4730009326

distance 0.539 · cross-district

#13 · Nagpurcell 4840006480

distance 0.543 · cross-district

#14 · Chandrapurcell 4730006439

distance 0.549 · cross-district

#15 · Nagpurcell 4840003567

distance 0.559 · cross-district

#16 · Wardhacell 4980001890

distance 0.57 · cross-district

#17 · Nagpurcell 4840003658

distance 0.573 · cross-district

#18 · Nashikcell 4870007390

distance 0.579 · 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":4710001727}}}'

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.