Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008193

The MH-36 locality cells most similar to this Beed 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003505

distance 0.242 · cross-district

#2 · Jalnacell 4790000977

distance 0.262 · cross-district

#3 · Jalgaoncell 4780006611

distance 0.268 · cross-district

#4 · Nandedcell 4850002485

distance 0.27 · cross-district

#5 · Parbhanicell 4890003556

distance 0.271 · cross-district

#6 · Buldhanacell 4720000902

distance 0.272 · cross-district

#7 · Parbhanicell 4890002740

distance 0.272 · cross-district

#8 · Buldhanacell 4720001212

distance 0.273 · cross-district

#9 · Hingolicell 4770001312

distance 0.28 · cross-district

#10 · Nandedcell 4850000777

distance 0.282 · cross-district

#11 · Hingolicell 4770003954

distance 0.282 · cross-district

#12 · Jalgaoncell 4780000239

distance 0.283 · cross-district

#13 · Hingolicell 4770001142

distance 0.288 · cross-district

#14 · Buldhanacell 4720001167

distance 0.292 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690008827

distance 0.292 · cross-district

#16 · Beedcell 4700008367

distance 0.292

#17 · Chhatrapati Sambhajinagarcell 4690003280

distance 0.292 · cross-district

#18 · Nandedcell 4850008749

distance 0.295 · 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":470,"cluster_id":4700008193}}}'

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.