Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000002

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001491

distance 0.199 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000901

distance 0.219 · cross-district

#3 · Laturcell 4810000091

distance 0.228 · cross-district

#4 · Solapurcell 4960000214

distance 0.23 · cross-district

#5 · Solapurcell 4960004390

distance 0.233 · cross-district

#6 · Dharashivcell 4880002408

distance 0.235 · cross-district

#7 · Dharashivcell 4880006033

distance 0.235 · cross-district

#8 · Washimcell 4990002219

distance 0.243 · cross-district

#9 · Parbhanicell 4890005482

distance 0.243 · cross-district

#10 · Dharashivcell 4880002541

distance 0.244 · cross-district

#11 · Dharashivcell 4880001955

distance 0.246 · cross-district

#12 · Beedcell 4700004700

distance 0.246

#13 · Beedcell 4700001126

distance 0.247

#14 · Dharashivcell 4880000773

distance 0.247 · cross-district

#15 · Laturcell 4810001734

distance 0.25 · cross-district

#16 · Laturcell 4810004035

distance 0.252 · cross-district

#17 · Parbhanicell 4890001489

distance 0.253 · cross-district

#18 · Hingolicell 4770003732

distance 0.255 · 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":4700000002}}}'

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.