Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004170

The MH-36 locality cells most similar to this Parbhani 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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002934

distance 0.294 · cross-district

#2 · Parbhanicell 4890004114

distance 0.313

#3 · Nashikcell 4870010715

distance 0.352 · cross-district

#4 · Punecell 4900005663

distance 0.378 · cross-district

#5 · Nagpurcell 4840002900

distance 0.379 · cross-district

#6 · Buldhanacell 4720000751

distance 0.385 · cross-district

#7 · Washimcell 4990001495

distance 0.389 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003398

distance 0.395 · cross-district

#9 · Nagpurcell 4840003100

distance 0.402 · cross-district

#10 · Ahmednagarcell 4660003981

distance 0.406 · cross-district

#11 · Punecell 4900004987

distance 0.413 · cross-district

#12 · Nashikcell 4870007534

distance 0.418 · cross-district

#13 · Laturcell 4810003052

distance 0.418 · cross-district

#14 · Solapurcell 4960005064

distance 0.421 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003090

distance 0.422 · cross-district

#16 · Buldhanacell 4720005755

distance 0.422 · cross-district

#17 · Buldhanacell 4720003417

distance 0.424 · cross-district

#18 · Punecell 4900002623

distance 0.425 · 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":489,"cluster_id":4890004170}}}'

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.