Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004179

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000287

distance 0.167 · cross-district

#2 · Solapurcell 4960000646

distance 0.199 · cross-district

#3 · Solapurcell 4960000181

distance 0.203 · cross-district

#4 · Ahmednagarcell 4660001253

distance 0.207 · cross-district

#5 · Dharashivcell 4880004452

distance 0.213 · cross-district

#6 · Solapurcell 4960010034

distance 0.219 · cross-district

#7 · Solapurcell 4960000100

distance 0.22 · cross-district

#8 · Dharashivcell 4880000842

distance 0.222 · cross-district

#9 · Washimcell 4990000325

distance 0.224 · cross-district

#10 · Ahmednagarcell 4660001778

distance 0.226 · cross-district

#11 · Sanglicell 4930005006

distance 0.231 · cross-district

#12 · Solapurcell 4960000899

distance 0.232 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000974

distance 0.233 · cross-district

#14 · Beedcell 4700005719

distance 0.233

#15 · Dharashivcell 4880000431

distance 0.233 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000605

distance 0.234 · cross-district

#17 · Punecell 4900006536

distance 0.234 · cross-district

#18 · Solapurcell 4960008815

distance 0.235 · 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":4700004179}}}'

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.