Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005884

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000049

distance 0.142 · cross-district

#2 · Washimcell 4990002017

distance 0.157 · cross-district

#3 · Buldhanacell 4720002683

distance 0.165 · cross-district

#4 · Laturcell 4810001354

distance 0.165 · cross-district

#5 · Buldhanacell 4720002555

distance 0.173 · cross-district

#6 · Beedcell 4700007459

distance 0.193

#7 · Buldhanacell 4720000785

distance 0.201 · cross-district

#8 · Buldhanacell 4720000575

distance 0.205 · cross-district

#9 · Jalnacell 4790002604

distance 0.206 · cross-district

#10 · Buldhanacell 4720001755

distance 0.208 · cross-district

#11 · Parbhanicell 4890001066

distance 0.211 · cross-district

#12 · Amravaticell 4680002208

distance 0.213 · cross-district

#13 · Beedcell 4700007641

distance 0.217

#14 · Buldhanacell 4720000951

distance 0.221 · cross-district

#15 · Beedcell 4700002403

distance 0.221

#16 · Laturcell 4810006040

distance 0.225 · cross-district

#17 · Jalgaoncell 4780002934

distance 0.231 · cross-district

#18 · Laturcell 4810002695

distance 0.231 · 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":4700005884}}}'

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.