Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002083

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000697

distance 0.232 · cross-district

#2 · Beedcell 4700001436

distance 0.241

#3 · Dharashivcell 4880001553

distance 0.244 · cross-district

#4 · Laturcell 4810003600

distance 0.255 · cross-district

#5 · Dharashivcell 4880004383

distance 0.256 · cross-district

#6 · Laturcell 4810001978

distance 0.256 · cross-district

#7 · Dharashivcell 4880000845

distance 0.258 · cross-district

#8 · Beedcell 4700000910

distance 0.265

#9 · Parbhanicell 4890005393

distance 0.28 · cross-district

#10 · Ahmednagarcell 4660000908

distance 0.281 · cross-district

#11 · Beedcell 4700000303

distance 0.282

#12 · Ahmednagarcell 4660010768

distance 0.284 · cross-district

#13 · Jalnacell 4790000490

distance 0.284 · cross-district

#14 · Nashikcell 4870005340

distance 0.285 · cross-district

#15 · Beedcell 4700008213

distance 0.286

#16 · Solapurcell 4960001321

distance 0.287 · cross-district

#17 · Dharashivcell 4880001195

distance 0.288 · cross-district

#18 · Beedcell 4700001603

distance 0.289

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":4700002083}}}'

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.