Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002436

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.325

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001737

distance 0.325

#2 · Parbhanicell 4890004951

distance 0.345 · cross-district

#3 · Solapurcell 4960003262

distance 0.376 · cross-district

#4 · Yavatmalcell 5000011383

distance 0.408 · cross-district

#5 · Wardhacell 4980000187

distance 0.418 · cross-district

#6 · Nashikcell 4870007343

distance 0.418 · cross-district

#7 · Bhandaracell 4710003583

distance 0.418

#8 · Solapurcell 4960002286

distance 0.421 · cross-district

#9 · Nagpurcell 4840004098

distance 0.433 · cross-district

#10 · Nashikcell 4870005282

distance 0.434 · cross-district

#11 · Nagpurcell 4840002857

distance 0.44 · cross-district

#12 · Punecell 4900007758

distance 0.445 · cross-district

#13 · Amravaticell 4680007776

distance 0.449 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690006691

distance 0.454 · cross-district

#15 · Nashikcell 4870005743

distance 0.455 · cross-district

#16 · Parbhanicell 4890003187

distance 0.455 · cross-district

#17 · Bhandaracell 4710000314

distance 0.457

#18 · Nashikcell 4870006749

distance 0.457 · 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":4710002436}}}'

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.