Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001270

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000123

distance 0.16 · cross-district

#2 · Jalgaoncell 4780003063

distance 0.236 · cross-district

#3 · Yavatmalcell 5000002188

distance 0.25 · cross-district

#4 · Yavatmalcell 5000001775

distance 0.259 · cross-district

#5 · Beedcell 4700008726

distance 0.261 · cross-district

#6 · Yavatmalcell 5000001077

distance 0.261 · cross-district

#7 · Washimcell 4990000696

distance 0.263 · cross-district

#8 · Buldhanacell 4720001031

distance 0.272 · cross-district

#9 · Beedcell 4700004870

distance 0.273 · cross-district

#10 · Beedcell 4700004527

distance 0.281 · cross-district

#11 · Beedcell 4700002447

distance 0.282 · cross-district

#12 · Buldhanacell 4720002136

distance 0.291 · cross-district

#13 · Solapurcell 4960006652

distance 0.291 · cross-district

#14 · Yavatmalcell 5000001998

distance 0.294 · cross-district

#15 · Dharashivcell 4880000745

distance 0.298 · cross-district

#16 · Amravaticell 4680007082

distance 0.298 · cross-district

#17 · Buldhanacell 4720001372

distance 0.298 · cross-district

#18 · Beedcell 4700004515

distance 0.299 · 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":4890001270}}}'

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.