Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002886

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.45

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002134

distance 0.45

#2 · Bhandaracell 4710001070

distance 0.491

#3 · Bhandaracell 4710002513

distance 0.491

#4 · Nagpurcell 4840003184

distance 0.5 · cross-district

#5 · Bhandaracell 4710002913

distance 0.51

#6 · Jalgaoncell 4780008691

distance 0.522 · cross-district

#7 · Nagpurcell 4840003628

distance 0.537 · cross-district

#8 · Nagpurcell 4840004976

distance 0.538 · cross-district

#9 · Bhandaracell 4710001606

distance 0.539

#10 · Nagpurcell 4840002421

distance 0.54 · cross-district

#11 · Bhandaracell 4710002238

distance 0.545

#12 · Nagpurcell 4840005888

distance 0.549 · cross-district

#13 · Nagpurcell 4840004077

distance 0.55 · cross-district

#14 · Nagpurcell 4840003681

distance 0.554 · cross-district

#15 · Chandrapurcell 4730005915

distance 0.558 · cross-district

#16 · Sataracell 4940003411

distance 0.56 · cross-district

#17 · Nagpurcell 4840003099

distance 0.563 · cross-district

#18 · Bhandaracell 4710003529

distance 0.567

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":4710002886}}}'

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.