Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002654

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001196

distance 0.19 · cross-district

#2 · Ahmednagarcell 4660002095

distance 0.201 · cross-district

#3 · Solapurcell 4960007112

distance 0.202 · cross-district

#4 · Ahmednagarcell 4660000846

distance 0.225 · cross-district

#5 · Sanglicell 4930000573

distance 0.252 · cross-district

#6 · Yavatmalcell 5000006279

distance 0.255 · cross-district

#7 · Sanglicell 4930000670

distance 0.256 · cross-district

#8 · Beedcell 4700000069

distance 0.258

#9 · Dharashivcell 4880006413

distance 0.265 · cross-district

#10 · Buldhanacell 4720003052

distance 0.266 · cross-district

#11 · Buldhanacell 4720002663

distance 0.266 · cross-district

#12 · Beedcell 4700008878

distance 0.266

#13 · Ahmednagarcell 4660007242

distance 0.267 · cross-district

#14 · Sanglicell 4930001098

distance 0.268 · cross-district

#15 · Parbhanicell 4890000801

distance 0.268 · cross-district

#16 · Nandedcell 4850002596

distance 0.269 · cross-district

#17 · Jalgaoncell 4780003474

distance 0.272 · cross-district

#18 · Beedcell 4700005921

distance 0.273

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":4700002654}}}'

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.