Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005294

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.358

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690005093

distance 0.358 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690001825

distance 0.363 · cross-district

#3 · Solapurcell 4960002699

distance 0.364 · cross-district

#4 · Hingolicell 4770001226

distance 0.366 · cross-district

#5 · Amravaticell 4680003386

distance 0.372 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003027

distance 0.374 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001916

distance 0.375 · cross-district

#8 · Jalgaoncell 4780004396

distance 0.376 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690006409

distance 0.377 · cross-district

#10 · Nagpurcell 4840004691

distance 0.38 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002310

distance 0.38 · cross-district

#12 · Buldhanacell 4720007156

distance 0.381 · cross-district

#13 · Buldhanacell 4720005408

distance 0.383 · cross-district

#14 · Solapurcell 4960004113

distance 0.384 · cross-district

#15 · Buldhanacell 4720007211

distance 0.386 · cross-district

#16 · Solapurcell 4960002833

distance 0.387 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002188

distance 0.387 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002419

distance 0.39 · 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":4890005294}}}'

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.