Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004114

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004170

distance 0.313

#2 · Solapurcell 4960002934

distance 0.324 · cross-district

#3 · Nashikcell 4870010715

distance 0.336 · cross-district

#4 · Washimcell 4990001495

distance 0.342 · cross-district

#5 · Amravaticell 4680002987

distance 0.345 · cross-district

#6 · Buldhanacell 4720006609

distance 0.358 · cross-district

#7 · Buldhanacell 4720000751

distance 0.359 · cross-district

#8 · Buldhanacell 4720005755

distance 0.36 · cross-district

#9 · Yavatmalcell 5000010133

distance 0.361 · cross-district

#10 · Punecell 4900005663

distance 0.365 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003398

distance 0.368 · cross-district

#12 · Punecell 4900004987

distance 0.369 · cross-district

#13 · Solapurcell 4960009488

distance 0.37 · cross-district

#14 · Akolacell 4670001748

distance 0.374 · cross-district

#15 · Beedcell 4700000527

distance 0.374 · cross-district

#16 · Beedcell 4700008567

distance 0.375 · cross-district

#17 · Solapurcell 4960005514

distance 0.377 · cross-district

#18 · Buldhanacell 4720006438

distance 0.379 · 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":4890004114}}}'

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.