Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004351

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005033

distance 0.25 · cross-district

#2 · Washimcell 4990000052

distance 0.291 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690006621

distance 0.293 · cross-district

#4 · Nagpurcell 4840001220

distance 0.297 · cross-district

#5 · Amravaticell 4680006574

distance 0.297 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001252

distance 0.31 · cross-district

#7 · Parbhanicell 4890004881

distance 0.313

#8 · Buldhanacell 4720003627

distance 0.315 · cross-district

#9 · Buldhanacell 4720005522

distance 0.316 · cross-district

#10 · Nagpurcell 4840005086

distance 0.322 · cross-district

#11 · Solapurcell 4960004298

distance 0.33 · cross-district

#12 · Nagpurcell 4840004585

distance 0.337 · cross-district

#13 · Parbhanicell 4890004899

distance 0.341

#14 · Beedcell 4700009009

distance 0.342 · cross-district

#15 · Jalnacell 4790006449

distance 0.343 · cross-district

#16 · Solapurcell 4960003696

distance 0.344 · cross-district

#17 · Buldhanacell 4720006142

distance 0.345 · cross-district

#18 · Amravaticell 4680002962

distance 0.352 · 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":4890004351}}}'

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.