Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000962

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004661

distance 0.172 · cross-district

#2 · Akolacell 4670000875

distance 0.19 · cross-district

#3 · Wardhacell 4980004122

distance 0.209 · cross-district

#4 · Parbhanicell 4890004662

distance 0.212

#5 · Beedcell 4700004312

distance 0.215 · cross-district

#6 · Jalnacell 4790004422

distance 0.224 · cross-district

#7 · Parbhanicell 4890005407

distance 0.225

#8 · Buldhanacell 4720004421

distance 0.225 · cross-district

#9 · Beedcell 4700003969

distance 0.227 · cross-district

#10 · Washimcell 4990000265

distance 0.227 · cross-district

#11 · Parbhanicell 4890005024

distance 0.228

#12 · Amravaticell 4680001467

distance 0.228 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690005056

distance 0.228 · cross-district

#14 · Akolacell 4670000559

distance 0.23 · cross-district

#15 · Dharashivcell 4880005999

distance 0.231 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690008652

distance 0.231 · cross-district

#17 · Buldhanacell 4720001459

distance 0.231 · cross-district

#18 · Buldhanacell 4720000656

distance 0.232 · 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":4890000962}}}'

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.