Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008813

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 10 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 4700008728

distance 0.229

#2 · Jalnacell 4790000114

distance 0.244 · cross-district

#3 · Beedcell 4700009000

distance 0.254

#4 · Gadchirolicell 4750011178

distance 0.268 · cross-district

#5 · Laturcell 4810000980

distance 0.282 · cross-district

#6 · Jalgaoncell 4780004364

distance 0.291 · cross-district

#7 · Solapurcell 4960004714

distance 0.293 · cross-district

#8 · Buldhanacell 4720002202

distance 0.296 · cross-district

#9 · Dharashivcell 4880004918

distance 0.297 · cross-district

#10 · Solapurcell 4960006955

distance 0.305 · cross-district

#11 · Dharashivcell 4880000311

distance 0.306 · cross-district

#12 · Jalnacell 4790000327

distance 0.32 · cross-district

#13 · Beedcell 4700008382

distance 0.321

#14 · Laturcell 4810001436

distance 0.322 · cross-district

#15 · Jalnacell 4790000029

distance 0.323 · cross-district

#16 · Beedcell 4700004624

distance 0.323

#17 · Parbhanicell 4890001639

distance 0.324 · cross-district

#18 · Nandedcell 4850002531

distance 0.327 · 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":4700008813}}}'

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.