Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003243

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

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001480

distance 0.211

#2 · Gondiacell 4760001042

distance 0.229 · cross-district

#3 · Gondiacell 4760001147

distance 0.23 · cross-district

#4 · Yavatmalcell 5000006647

distance 0.259 · cross-district

#5 · Bhandaracell 4710001461

distance 0.269

#6 · Gondiacell 4760000924

distance 0.275 · cross-district

#7 · Bhandaracell 4710001157

distance 0.281

#8 · Bhandaracell 4710001145

distance 0.285

#9 · Bhandaracell 4710000930

distance 0.285

#10 · Nagpurcell 4840003510

distance 0.288 · cross-district

#11 · Bhandaracell 4710001207

distance 0.288

#12 · Gadchirolicell 4750009926

distance 0.29 · cross-district

#13 · Gondiacell 4760001038

distance 0.293 · cross-district

#14 · Bhandaracell 4710001574

distance 0.295

#15 · Gondiacell 4760001040

distance 0.296 · cross-district

#16 · Gadchirolicell 4750011383

distance 0.301 · cross-district

#17 · Gondiacell 4760000808

distance 0.304 · cross-district

#18 · Gadchirolicell 4750010126

distance 0.306 · 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":4710003243}}}'

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.