Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007597

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008067

distance 0.094

#2 · Sanglicell 4930001772

distance 0.156 · cross-district

#3 · Beedcell 4700008756

distance 0.157

#4 · Beedcell 4700008066

distance 0.159

#5 · Dhulecell 4740001867

distance 0.159 · cross-district

#6 · Beedcell 4700004650

distance 0.165

#7 · Beedcell 4700007876

distance 0.167

#8 · Solapurcell 4960000909

distance 0.171 · cross-district

#9 · Buldhanacell 4720000493

distance 0.173 · cross-district

#10 · Sanglicell 4930002601

distance 0.173 · cross-district

#11 · Beedcell 4700000897

distance 0.174

#12 · Solapurcell 4960000373

distance 0.174 · cross-district

#13 · Nandedcell 4850001140

distance 0.175 · cross-district

#14 · Sanglicell 4930003983

distance 0.177 · cross-district

#15 · Beedcell 4700008155

distance 0.178

#16 · Sanglicell 4930001589

distance 0.18 · cross-district

#17 · Laturcell 4810001985

distance 0.181 · cross-district

#18 · Laturcell 4810001549

distance 0.181 · 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":4700007597}}}'

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.