Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001070

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.356

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005087

distance 0.356 · cross-district

#2 · Chandrapurcell 4730005915

distance 0.403 · cross-district

#3 · Bhandaracell 4710002513

distance 0.415

#4 · Chandrapurcell 4730009531

distance 0.422 · cross-district

#5 · Bhandaracell 4710001465

distance 0.426

#6 · Chandrapurcell 4730008344

distance 0.434 · cross-district

#7 · Nagpurcell 4840005089

distance 0.439 · cross-district

#8 · Nagpurcell 4840002549

distance 0.457 · cross-district

#9 · Wardhacell 4980003120

distance 0.46 · cross-district

#10 · Nagpurcell 4840000112

distance 0.467 · cross-district

#11 · Nagpurcell 4840003565

distance 0.473 · cross-district

#12 · Jalgaoncell 4780000491

distance 0.478 · cross-district

#13 · Nagpurcell 4840000147

distance 0.479 · cross-district

#14 · Amravaticell 4680004125

distance 0.481 · cross-district

#15 · Wardhacell 4980002041

distance 0.482 · cross-district

#16 · Wardhacell 4980003091

distance 0.485 · cross-district

#17 · Chandrapurcell 4730005690

distance 0.487 · cross-district

#18 · Chandrapurcell 4730007720

distance 0.489 · 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":4710001070}}}'

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.