Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003334

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002588

distance 0.224

#2 · Gondiacell 4760004000

distance 0.234 · cross-district

#3 · Nagpurcell 4840000877

distance 0.274 · cross-district

#4 · Nagpurcell 4840001210

distance 0.284 · cross-district

#5 · Bhandaracell 4710003380

distance 0.286

#6 · Bhandaracell 4710001642

distance 0.295

#7 · Bhandaracell 4710003289

distance 0.3

#8 · Wardhacell 4980001007

distance 0.301 · cross-district

#9 · Bhandaracell 4710001211

distance 0.303

#10 · Bhandaracell 4710001300

distance 0.307

#11 · Gondiacell 4760002089

distance 0.307 · cross-district

#12 · Solapurcell 4960004109

distance 0.31 · cross-district

#13 · Gondiacell 4760002046

distance 0.311 · cross-district

#14 · Nagpurcell 4840001098

distance 0.313 · cross-district

#15 · Chandrapurcell 4730007176

distance 0.315 · cross-district

#16 · Bhandaracell 4710003424

distance 0.316

#17 · Nagpurcell 4840000387

distance 0.32 · cross-district

#18 · Amravaticell 4680008286

distance 0.321 · 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":4710003334}}}'

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.