Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001965

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002031

distance 0.189

#2 · Bhandaracell 4710002639

distance 0.208

#3 · Bhandaracell 4710001753

distance 0.23

#4 · Bhandaracell 4710002560

distance 0.24

#5 · Nagpurcell 4840002953

distance 0.246 · cross-district

#6 · Chandrapurcell 4730002257

distance 0.26 · cross-district

#7 · Bhandaracell 4710001574

distance 0.265

#8 · Jalgaoncell 4780006669

distance 0.265 · cross-district

#9 · Bhandaracell 4710001303

distance 0.267

#10 · Jalgaoncell 4780006817

distance 0.27 · cross-district

#11 · Chandrapurcell 4730002258

distance 0.27 · cross-district

#12 · Nagpurcell 4840002851

distance 0.277 · cross-district

#13 · Bhandaracell 4710001963

distance 0.284

#14 · Chandrapurcell 4730004694

distance 0.29 · cross-district

#15 · Jalgaoncell 4780005638

distance 0.291 · cross-district

#16 · Jalgaoncell 4780006666

distance 0.291 · cross-district

#17 · Bhandaracell 4710000211

distance 0.295

#18 · Bhandaracell 4710000933

distance 0.296

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":4710001965}}}'

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.