Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002855

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002857

distance 0.268

#2 · Bhandaracell 4710002067

distance 0.279

#3 · Nagpurcell 4840006610

distance 0.367 · cross-district

#4 · Nagpurcell 4840003899

distance 0.369 · cross-district

#5 · Nagpurcell 4840003803

distance 0.381 · cross-district

#6 · Nagpurcell 4840003004

distance 0.384 · cross-district

#7 · Nagpurcell 4840002988

distance 0.384 · cross-district

#8 · Bhandaracell 4710001969

distance 0.411

#9 · Bhandaracell 4710002854

distance 0.417

#10 · Nagpurcell 4840004976

distance 0.419 · cross-district

#11 · Nagpurcell 4840004611

distance 0.422 · cross-district

#12 · Nagpurcell 4840003101

distance 0.423 · cross-district

#13 · Nagpurcell 4840002147

distance 0.425 · cross-district

#14 · Bhandaracell 4710002073

distance 0.426

#15 · Nagpurcell 4840005096

distance 0.436 · cross-district

#16 · Nagpurcell 4840006613

distance 0.442 · cross-district

#17 · Nagpurcell 4840005208

distance 0.445 · cross-district

#18 · Nagpurcell 4840004615

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":4710002855}}}'

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.