Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001848

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001480

distance 0.273

#2 · Yavatmalcell 5000006646

distance 0.303 · cross-district

#3 · Bhandaracell 4710002179

distance 0.312

#4 · Chandrapurcell 4730009135

distance 0.314 · cross-district

#5 · Bhandaracell 4710002898

distance 0.315

#6 · Bhandaracell 4710001462

distance 0.323

#7 · Nagpurcell 4840004323

distance 0.328 · cross-district

#8 · Chandrapurcell 4730009064

distance 0.334 · cross-district

#9 · Bhandaracell 4710001212

distance 0.34

#10 · Yavatmalcell 5000009492

distance 0.343 · cross-district

#11 · Nagpurcell 4840004722

distance 0.343 · cross-district

#12 · Nagpurcell 4840000370

distance 0.345 · cross-district

#13 · Bhandaracell 4710002824

distance 0.348

#14 · Bhandaracell 4710002474

distance 0.348

#15 · Nagpurcell 4840008254

distance 0.35 · cross-district

#16 · Bhandaracell 4710003036

distance 0.352

#17 · Gondiacell 4760000981

distance 0.353 · cross-district

#18 · Nagpurcell 4840007348

distance 0.354 · 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":4710001848}}}'

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.