Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001132

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

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002862

distance 0.215

#2 · Nagpurcell 4840007040

distance 0.26 · cross-district

#3 · Amravaticell 4680009107

distance 0.272 · cross-district

#4 · Gondiacell 4760003268

distance 0.282 · cross-district

#5 · Amravaticell 4680008923

distance 0.29 · cross-district

#6 · Bhandaracell 4710001838

distance 0.293

#7 · Amravaticell 4680010485

distance 0.295 · cross-district

#8 · Bhandaracell 4710001076

distance 0.301

#9 · Bhandaracell 4710001949

distance 0.304

#10 · Gondiacell 4760001038

distance 0.305 · cross-district

#11 · Bhandaracell 4710000404

distance 0.312

#12 · Gondiacell 4760000854

distance 0.312 · cross-district

#13 · Bhandaracell 4710001574

distance 0.313

#14 · Bhandaracell 4710002833

distance 0.313

#15 · Nagpurcell 4840000194

distance 0.313 · cross-district

#16 · Gondiacell 4760003207

distance 0.317 · cross-district

#17 · Gondiacell 4760003890

distance 0.317 · cross-district

#18 · Bhandaracell 4710001461

distance 0.32

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":4710001132}}}'

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.