Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000501

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

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000267

distance 0.221

#2 · Solapurcell 4960002471

distance 0.231 · cross-district

#3 · Laturcell 4810005569

distance 0.247 · cross-district

#4 · Solapurcell 4960001830

distance 0.251 · cross-district

#5 · Sanglicell 4930005788

distance 0.254 · cross-district

#6 · Solapurcell 4960002469

distance 0.259 · cross-district

#7 · Nagpurcell 4840007364

distance 0.265 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690008685

distance 0.266 · cross-district

#9 · Nandedcell 4850003957

distance 0.27 · cross-district

#10 · Nandedcell 4850003343

distance 0.277 · cross-district

#11 · Buldhanacell 4720001523

distance 0.279 · cross-district

#12 · Parbhanicell 4890000839

distance 0.281

#13 · Dharashivcell 4880002260

distance 0.284 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000449

distance 0.284 · cross-district

#15 · Ahmednagarcell 4660006565

distance 0.285 · cross-district

#16 · Beedcell 4700005885

distance 0.286 · cross-district

#17 · Parbhanicell 4890000493

distance 0.287

#18 · Solapurcell 4960006308

distance 0.287 · 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":4890000501}}}'

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.