Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002133

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002187

distance 0.311

#2 · Nagpurcell 4840003291

distance 0.384 · cross-district

#3 · Jalgaoncell 4780005469

distance 0.385 · cross-district

#4 · Nagpurcell 4840003290

distance 0.392 · cross-district

#5 · Amravaticell 4680002059

distance 0.402 · cross-district

#6 · Wardhacell 4980000986

distance 0.413 · cross-district

#7 · Akolacell 4670001999

distance 0.416 · cross-district

#8 · Hingolicell 4770002377

distance 0.423 · cross-district

#9 · Solapurcell 4960004601

distance 0.424 · cross-district

#10 · Buldhanacell 4720004385

distance 0.427 · cross-district

#11 · Solapurcell 4960004600

distance 0.429 · cross-district

#12 · Wardhacell 4980002635

distance 0.43 · cross-district

#13 · Nagpurcell 4840003860

distance 0.435 · cross-district

#14 · Jalgaoncell 4780005609

distance 0.437 · cross-district

#15 · Nagpurcell 4840001078

distance 0.44 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002903

distance 0.443 · cross-district

#17 · Gondiacell 4760003914

distance 0.445 · cross-district

#18 · Jalgaoncell 4780005610

distance 0.448 · 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":4710002133}}}'

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.