Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008172

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002708

distance 0.148 · cross-district

#2 · Jalnacell 4790001558

distance 0.168 · cross-district

#3 · Jalnacell 4790002949

distance 0.176 · cross-district

#4 · Beedcell 4700001716

distance 0.179

#5 · Beedcell 4700007704

distance 0.181

#6 · Buldhanacell 4720003031

distance 0.182 · cross-district

#7 · Jalnacell 4790002716

distance 0.184 · cross-district

#8 · Beedcell 4700000745

distance 0.184

#9 · Laturcell 4810001726

distance 0.186 · cross-district

#10 · Beedcell 4700007708

distance 0.187

#11 · Beedcell 4700002696

distance 0.188

#12 · Jalnacell 4790000761

distance 0.19 · cross-district

#13 · Buldhanacell 4720002959

distance 0.192 · cross-district

#14 · Amravaticell 4680003491

distance 0.193 · cross-district

#15 · Amravaticell 4680006475

distance 0.193 · cross-district

#16 · Nandedcell 4850000479

distance 0.193 · cross-district

#17 · Buldhanacell 4720003118

distance 0.194 · cross-district

#18 · Buldhanacell 4720000493

distance 0.195 · 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":4700008172}}}'

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.