Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004498

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004273

distance 0.146 · cross-district

#2 · Ahmednagarcell 4660007190

distance 0.151 · cross-district

#3 · Punecell 4900006273

distance 0.159 · cross-district

#4 · Ahmednagarcell 4660004062

distance 0.16 · cross-district

#5 · Beedcell 4700004327

distance 0.178

#6 · Ahmednagarcell 4660000354

distance 0.184 · cross-district

#7 · Punecell 4900005761

distance 0.186 · cross-district

#8 · Sataracell 4940007377

distance 0.188 · cross-district

#9 · Ahmednagarcell 4660004616

distance 0.19 · cross-district

#10 · Ahmednagarcell 4660007790

distance 0.19 · cross-district

#11 · Ahmednagarcell 4660008716

distance 0.192 · cross-district

#12 · Ahmednagarcell 4660006903

distance 0.193 · cross-district

#13 · Sataracell 4940008097

distance 0.193 · cross-district

#14 · Solapurcell 4960007773

distance 0.195 · cross-district

#15 · Sataracell 4940007046

distance 0.195 · cross-district

#16 · Ahmednagarcell 4660005587

distance 0.196 · cross-district

#17 · Ahmednagarcell 4660005044

distance 0.198 · cross-district

#18 · Sataracell 4940008227

distance 0.198 · 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":4700004498}}}'

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.