Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001004

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006334

distance 0.216 · cross-district

#2 · Solapurcell 4960000286

distance 0.261 · cross-district

#3 · Ahmednagarcell 4660000260

distance 0.277 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690008055

distance 0.28 · cross-district

#5 · Beedcell 4700007067

distance 0.28

#6 · Sanglicell 4930004277

distance 0.286 · cross-district

#7 · Punecell 4900007137

distance 0.29 · cross-district

#8 · Washimcell 4990001182

distance 0.294 · cross-district

#9 · Sanglicell 4930002554

distance 0.302 · cross-district

#10 · Sanglicell 4930001177

distance 0.304 · cross-district

#11 · Washimcell 4990003557

distance 0.306 · cross-district

#12 · Sanglicell 4930001329

distance 0.31 · cross-district

#13 · Ahmednagarcell 4660013063

distance 0.312 · cross-district

#14 · Yavatmalcell 5000000996

distance 0.313 · cross-district

#15 · Nandedcell 4850009039

distance 0.313 · cross-district

#16 · Ahmednagarcell 4660012818

distance 0.316 · cross-district

#17 · Jalnacell 4790003528

distance 0.318 · cross-district

#18 · Washimcell 4990000200

distance 0.319 · 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":4700001004}}}'

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.