Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002909

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003452

distance 0.223

#2 · Nagpurcell 4840008318

distance 0.29 · cross-district

#3 · Bhandaracell 4710003397

distance 0.316

#4 · Bhandaracell 4710001226

distance 0.325

#5 · Bhandaracell 4710002750

distance 0.334

#6 · Bhandaracell 4710001325

distance 0.339

#7 · Bhandaracell 4710003426

distance 0.344

#8 · Bhandaracell 4710003595

distance 0.358

#9 · Bhandaracell 4710002723

distance 0.364

#10 · Gondiacell 4760001975

distance 0.376 · cross-district

#11 · Bhandaracell 4710000933

distance 0.377

#12 · Chandrapurcell 4730009318

distance 0.379 · cross-district

#13 · Bhandaracell 4710002099

distance 0.385

#14 · Bhandaracell 4710001580

distance 0.396

#15 · Bhandaracell 4710000746

distance 0.406

#16 · Bhandaracell 4710002694

distance 0.408

#17 · Bhandaracell 4710000895

distance 0.411

#18 · Amravaticell 4680007853

distance 0.414 · 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":4710002909}}}'

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.