Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000004459

The MH-36 locality cells most similar to this Yavatmal 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000002738

distance 0.217

#2 · Nagpurcell 4840004477

distance 0.218 · cross-district

#3 · Yavatmalcell 5000005811

distance 0.218

#4 · Nagpurcell 4840005575

distance 0.22 · cross-district

#5 · Yavatmalcell 5000005966

distance 0.22

#6 · Beedcell 4700005616

distance 0.227 · cross-district

#7 · Nagpurcell 4840004941

distance 0.227 · cross-district

#8 · Beedcell 4700008200

distance 0.229 · cross-district

#9 · Chandrapurcell 4730001387

distance 0.229 · cross-district

#10 · Parbhanicell 4890003349

distance 0.234 · cross-district

#11 · Beedcell 4700006739

distance 0.236 · cross-district

#12 · Beedcell 4700005760

distance 0.238 · cross-district

#13 · Wardhacell 4980003456

distance 0.244 · cross-district

#14 · Yavatmalcell 5000001691

distance 0.245

#15 · Hingolicell 4770003585

distance 0.246 · cross-district

#16 · Parbhanicell 4890004178

distance 0.247 · cross-district

#17 · Yavatmalcell 5000003466

distance 0.247

#18 · Akolacell 4670000433

distance 0.247 · 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":500,"cluster_id":5000004459}}}'

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.