Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001842

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000225

distance 0.234 · cross-district

#2 · Dharashivcell 4880002279

distance 0.277 · cross-district

#3 · Nagpurcell 4840003183

distance 0.282 · cross-district

#4 · Ahmednagarcell 4660009422

distance 0.283 · cross-district

#5 · Washimcell 4990001588

distance 0.287 · cross-district

#6 · Beedcell 4700006708

distance 0.293 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005085

distance 0.295 · cross-district

#8 · Buldhanacell 4720001579

distance 0.297 · cross-district

#9 · Solapurcell 4960001670

distance 0.301 · cross-district

#10 · Amravaticell 4680001734

distance 0.302 · cross-district

#11 · Solapurcell 4960004893

distance 0.302 · cross-district

#12 · Amravaticell 4680001961

distance 0.303 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690005103

distance 0.306 · cross-district

#14 · Nandedcell 4850005613

distance 0.307 · cross-district

#15 · Laturcell 4810003153

distance 0.307 · cross-district

#16 · Dharashivcell 4880002703

distance 0.308 · cross-district

#17 · Nagpurcell 4840002806

distance 0.31 · cross-district

#18 · Nagpurcell 4840002709

distance 0.311 · 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":4890001842}}}'

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.