Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002820

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008127

distance 0.338 · cross-district

#2 · Nagpurcell 4840005495

distance 0.358 · cross-district

#3 · Nagpurcell 4840005367

distance 0.376 · cross-district

#4 · Nagpurcell 4840008314

distance 0.399 · cross-district

#5 · Nagpurcell 4840005124

distance 0.406 · cross-district

#6 · Nagpurcell 4840005368

distance 0.409 · cross-district

#7 · Nagpurcell 4840002675

distance 0.42 · cross-district

#8 · Nagpurcell 4840002630

distance 0.426 · cross-district

#9 · Nagpurcell 4840005497

distance 0.427 · cross-district

#10 · Yavatmalcell 5000007829

distance 0.43 · cross-district

#11 · Nagpurcell 4840005119

distance 0.433 · cross-district

#12 · Nagpurcell 4840002550

distance 0.438 · cross-district

#13 · Amravaticell 4680010481

distance 0.442 · cross-district

#14 · Nagpurcell 4840008485

distance 0.443 · cross-district

#15 · Nagpurcell 4840003235

distance 0.446 · cross-district

#16 · Bhandaracell 4710002781

distance 0.447

#17 · Yavatmalcell 5000006241

distance 0.45 · cross-district

#18 · Amravaticell 4680008320

distance 0.45 · 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":4710002820}}}'

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.