Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001901

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

0.292

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006244

distance 0.292 · cross-district

#2 · Nagpurcell 4840006766

distance 0.302 · cross-district

#3 · Amravaticell 4680005531

distance 0.327 · cross-district

#4 · Solapurcell 4960012673

distance 0.346 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003864

distance 0.347 · cross-district

#6 · Buldhanacell 4720000564

distance 0.351 · cross-district

#7 · Beedcell 4700008636

distance 0.352 · cross-district

#8 · Jalgaoncell 4780004218

distance 0.353 · cross-district

#9 · Solapurcell 4960000847

distance 0.353 · cross-district

#10 · Ahmednagarcell 4660008967

distance 0.353 · cross-district

#11 · Solapurcell 4960006028

distance 0.358 · cross-district

#12 · Buldhanacell 4720007551

distance 0.359 · cross-district

#13 · Dharashivcell 4880000850

distance 0.36 · cross-district

#14 · Beedcell 4700004137

distance 0.36 · cross-district

#15 · Parbhanicell 4890001152

distance 0.361

#16 · Beedcell 4700001704

distance 0.362 · cross-district

#17 · Beedcell 4700006918

distance 0.366 · cross-district

#18 · Solapurcell 4960006283

distance 0.369 · 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":4890001901}}}'

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.