Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004271

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004538

distance 0.169 · cross-district

#2 · Buldhanacell 4720003847

distance 0.184 · cross-district

#3 · Ahmednagarcell 4660012941

distance 0.185 · cross-district

#4 · Beedcell 4700003584

distance 0.188

#5 · Akolacell 4670000155

distance 0.189 · cross-district

#6 · Beedcell 4700003583

distance 0.19

#7 · Beedcell 4700005115

distance 0.193

#8 · Akolacell 4670000175

distance 0.193 · cross-district

#9 · Hingolicell 4770003741

distance 0.196 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001771

distance 0.196 · cross-district

#11 · Jalnacell 4790006199

distance 0.198 · cross-district

#12 · Beedcell 4700005055

distance 0.199

#13 · Akolacell 4670000163

distance 0.201 · cross-district

#14 · Hingolicell 4770000893

distance 0.202 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001484

distance 0.204 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690008488

distance 0.205 · cross-district

#17 · Beedcell 4700002753

distance 0.205

#18 · Buldhanacell 4720000118

distance 0.205 · 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":4700004271}}}'

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.