Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008728

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008813

distance 0.229

#2 · Beedcell 4700009000

distance 0.23

#3 · Parbhanicell 4890001639

distance 0.246 · cross-district

#4 · Jalnacell 4790000114

distance 0.258 · cross-district

#5 · Jalnacell 4790000327

distance 0.263 · cross-district

#6 · Jalnacell 4790000217

distance 0.27 · cross-district

#7 · Jalnacell 4790000029

distance 0.274 · cross-district

#8 · Dharashivcell 4880000311

distance 0.302 · cross-district

#9 · Gadchirolicell 4750011178

distance 0.304 · cross-district

#10 · Beedcell 4700008382

distance 0.306

#11 · Beedcell 4700008931

distance 0.308

#12 · Beedcell 4700008666

distance 0.325

#13 · Solapurcell 4960012561

distance 0.331 · cross-district

#14 · Nandedcell 4850000030

distance 0.333 · cross-district

#15 · Parbhanicell 4890002628

distance 0.335 · cross-district

#16 · Beedcell 4700007285

distance 0.335

#17 · Washimcell 4990002986

distance 0.336 · cross-district

#18 · Akolacell 4670000071

distance 0.337 · 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":4700008728}}}'

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.