Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001607

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001703

distance 0.184

#2 · Nagpurcell 4840003782

distance 0.229 · cross-district

#3 · Nagpurcell 4840004201

distance 0.254 · cross-district

#4 · Nagpurcell 4840003898

distance 0.257 · cross-district

#5 · Bhandaracell 4710003580

distance 0.262

#6 · Wardhacell 4980001920

distance 0.263 · cross-district

#7 · Wardhacell 4980001179

distance 0.269 · cross-district

#8 · Nagpurcell 4840000658

distance 0.269 · cross-district

#9 · Wardhacell 4980001278

distance 0.274 · cross-district

#10 · Bhandaracell 4710000254

distance 0.274

#11 · Gondiacell 4760003351

distance 0.279 · cross-district

#12 · Wardhacell 4980002594

distance 0.28 · cross-district

#13 · Bhandaracell 4710001038

distance 0.298

#14 · Bhandaracell 4710002336

distance 0.298

#15 · Nagpurcell 4840004619

distance 0.299 · cross-district

#16 · Bhandaracell 4710002802

distance 0.299

#17 · Nagpurcell 4840002097

distance 0.3 · cross-district

#18 · Amravaticell 4680009386

distance 0.3 · 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":4710001607}}}'

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.