Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001556

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001366

distance 0.084

#2 · Bhandaracell 4710001929

distance 0.101

#3 · Bhandaracell 4710001048

distance 0.101

#4 · Bhandaracell 4710001260

distance 0.108

#5 · Bhandaracell 4710001396

distance 0.127

#6 · Gondiacell 4760003494

distance 0.144 · cross-district

#7 · Gondiacell 4760003197

distance 0.147 · cross-district

#8 · Bhandaracell 4710001920

distance 0.148

#9 · Bhandaracell 4710001395

distance 0.149

#10 · Bhandaracell 4710001553

distance 0.149

#11 · Bhandaracell 4710001497

distance 0.15

#12 · Bhandaracell 4710002044

distance 0.152

#13 · Bhandaracell 4710001348

distance 0.152

#14 · Bhandaracell 4710001712

distance 0.153

#15 · Gondiacell 4760003124

distance 0.153 · cross-district

#16 · Gondiacell 4760001383

distance 0.153 · cross-district

#17 · Bhandaracell 4710001148

distance 0.153

#18 · Bhandaracell 4710001598

distance 0.155

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":4710001556}}}'

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.