Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001754

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002072

distance 0.147

#2 · Jalnacell 4790002216

distance 0.191 · cross-district

#3 · Dharashivcell 4880005388

distance 0.192 · cross-district

#4 · Buldhanacell 4720001152

distance 0.201 · cross-district

#5 · Washimcell 4990001565

distance 0.201 · cross-district

#6 · Laturcell 4810003701

distance 0.21 · cross-district

#7 · Jalnacell 4790003318

distance 0.211 · cross-district

#8 · Jalnacell 4790003474

distance 0.211 · cross-district

#9 · Buldhanacell 4720001057

distance 0.211 · cross-district

#10 · Buldhanacell 4720001279

distance 0.213 · cross-district

#11 · Jalnacell 4790001760

distance 0.217 · cross-district

#12 · Dharashivcell 4880004535

distance 0.217 · cross-district

#13 · Solapurcell 4960006430

distance 0.22 · cross-district

#14 · Nandedcell 4850000407

distance 0.221 · cross-district

#15 · Beedcell 4700007688

distance 0.222

#16 · Beedcell 4700007610

distance 0.223

#17 · Beedcell 4700004482

distance 0.223

#18 · Dharashivcell 4880004448

distance 0.225 · 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":4700001754}}}'

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.