Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001640

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000170

distance 0.21 · cross-district

#2 · Beedcell 4700007375

distance 0.213 · cross-district

#3 · Beedcell 4700004835

distance 0.222 · cross-district

#4 · Jalgaoncell 4780005264

distance 0.226 · cross-district

#5 · Parbhanicell 4890004578

distance 0.227

#6 · Parbhanicell 4890003417

distance 0.231

#7 · Washimcell 4990002196

distance 0.236 · cross-district

#8 · Beedcell 4700007466

distance 0.237 · cross-district

#9 · Parbhanicell 4890003437

distance 0.24

#10 · Chhatrapati Sambhajinagarcell 4690000765

distance 0.24 · cross-district

#11 · Dharashivcell 4880006383

distance 0.242 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000918

distance 0.245 · cross-district

#13 · Beedcell 4700008979

distance 0.248 · cross-district

#14 · Jalnacell 4790000055

distance 0.249 · cross-district

#15 · Parbhanicell 4890004325

distance 0.25

#16 · Yavatmalcell 5000004464

distance 0.252 · cross-district

#17 · Parbhanicell 4890003292

distance 0.252

#18 · Chhatrapati Sambhajinagarcell 4690000607

distance 0.254 · 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":4890001640}}}'

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.