Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003289

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

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980003379

distance 0.287 · cross-district

#2 · Bhandaracell 4710003290

distance 0.299

#3 · Bhandaracell 4710003334

distance 0.3

#4 · Bhandaracell 4710003380

distance 0.316

#5 · Gondiacell 4760004345

distance 0.319 · cross-district

#6 · Gondiacell 4760003627

distance 0.337 · cross-district

#7 · Bhandaracell 4710002484

distance 0.348

#8 · Bhandaracell 4710003467

distance 0.351

#9 · Nagpurcell 4840002301

distance 0.362 · cross-district

#10 · Amravaticell 4680007947

distance 0.363 · cross-district

#11 · Gondiacell 4760003287

distance 0.364 · cross-district

#12 · Yavatmalcell 5000011505

distance 0.367 · cross-district

#13 · Gondiacell 4760002134

distance 0.367 · cross-district

#14 · Parbhanicell 4890005448

distance 0.368 · cross-district

#15 · Bhandaracell 4710002437

distance 0.369

#16 · Nagpurcell 4840001099

distance 0.37 · cross-district

#17 · Amravaticell 4680008521

distance 0.37 · cross-district

#18 · Bhandaracell 4710001300

distance 0.371

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":4710003289}}}'

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.