Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007697

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

0.91

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 4700006965

distance 0.172

#2 · Solapurcell 4960002061

distance 0.219 · cross-district

#3 · Beedcell 4700000327

distance 0.226

#4 · Beedcell 4700008024

distance 0.232

#5 · Jalnacell 4790000948

distance 0.24 · cross-district

#6 · Jalnacell 4790002024

distance 0.242 · cross-district

#7 · Jalnacell 4790003493

distance 0.245 · cross-district

#8 · Parbhanicell 4890002725

distance 0.247 · cross-district

#9 · Jalnacell 4790002293

distance 0.252 · cross-district

#10 · Dharashivcell 4880006384

distance 0.252 · cross-district

#11 · Washimcell 4990001469

distance 0.257 · cross-district

#12 · Jalnacell 4790000293

distance 0.26 · cross-district

#13 · Gadchirolicell 4750011791

distance 0.261 · cross-district

#14 · Buldhanacell 4720001045

distance 0.261 · cross-district

#15 · Parbhanicell 4890000572

distance 0.263 · cross-district

#16 · Beedcell 4700005995

distance 0.266

#17 · Jalnacell 4790003727

distance 0.268 · cross-district

#18 · Buldhanacell 4720002255

distance 0.269 · 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":4700007697}}}'

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.