Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000910

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000689

distance 0.189

#2 · Jalnacell 4790001338

distance 0.209 · cross-district

#3 · Ahmednagarcell 4660012213

distance 0.221 · cross-district

#4 · Buldhanacell 4720001148

distance 0.228 · cross-district

#5 · Sanglicell 4930001567

distance 0.234 · cross-district

#6 · Dharashivcell 4880001725

distance 0.238 · cross-district

#7 · Ahmednagarcell 4660009257

distance 0.247 · cross-district

#8 · Laturcell 4810001978

distance 0.249 · cross-district

#9 · Laturcell 4810002347

distance 0.25 · cross-district

#10 · Beedcell 4700008506

distance 0.251

#11 · Washimcell 4990002550

distance 0.251 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001682

distance 0.255 · cross-district

#13 · Solapurcell 4960007604

distance 0.256 · cross-district

#14 · Beedcell 4700008687

distance 0.256

#15 · Dharashivcell 4880004897

distance 0.257 · cross-district

#16 · Yavatmalcell 5000004489

distance 0.257 · cross-district

#17 · Jalnacell 4790000667

distance 0.258 · cross-district

#18 · Ahmednagarcell 4660010249

distance 0.258 · 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":4700000910}}}'

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.