Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003489

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760004057

distance 0.267 · cross-district

#2 · Gondiacell 4760003315

distance 0.278 · cross-district

#3 · Bhandaracell 4710002815

distance 0.285

#4 · Bhandaracell 4710002854

distance 0.312

#5 · Bhandaracell 4710001912

distance 0.327

#6 · Bhandaracell 4710001400

distance 0.328

#7 · Nagpurcell 4840003803

distance 0.345 · cross-district

#8 · Bhandaracell 4710002067

distance 0.35

#9 · Bhandaracell 4710002070

distance 0.35

#10 · Gondiacell 4760003472

distance 0.354 · cross-district

#11 · Bhandaracell 4710003529

distance 0.357

#12 · Nagpurcell 4840006013

distance 0.358 · cross-district

#13 · Bhandaracell 4710001021

distance 0.363

#14 · Bhandaracell 4710002238

distance 0.364

#15 · Bhandaracell 4710001810

distance 0.366

#16 · Nagpurcell 4840004632

distance 0.373 · cross-district

#17 · Bhandaracell 4710003238

distance 0.375

#18 · Nagpurcell 4840001551

distance 0.377 · 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":4710003489}}}'

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.