Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001543

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002444

distance 0.207

#2 · Gondiacell 4760002868

distance 0.21 · cross-district

#3 · Gondiacell 4760003213

distance 0.217 · cross-district

#4 · Gondiacell 4760004095

distance 0.226 · cross-district

#5 · Gondiacell 4760001098

distance 0.233 · cross-district

#6 · Nagpurcell 4840005899

distance 0.234 · cross-district

#7 · Gondiacell 4760003120

distance 0.244 · cross-district

#8 · Bhandaracell 4710001445

distance 0.248

#9 · Nagpurcell 4840003415

distance 0.248 · cross-district

#10 · Amravaticell 4680008239

distance 0.253 · cross-district

#11 · Gondiacell 4760001418

distance 0.255 · cross-district

#12 · Gondiacell 4760001785

distance 0.255 · cross-district

#13 · Wardhacell 4980001935

distance 0.259 · cross-district

#14 · Bhandaracell 4710001544

distance 0.259

#15 · Gondiacell 4760002151

distance 0.259 · cross-district

#16 · Bhandaracell 4710002520

distance 0.26

#17 · Gondiacell 4760001150

distance 0.262 · cross-district

#18 · Nagpurcell 4840001725

distance 0.264 · 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":4710001543}}}'

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.