Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002134

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001898

distance 0.149 · cross-district

#2 · Ahmednagarcell 4660001798

distance 0.153 · cross-district

#3 · Beedcell 4700001975

distance 0.162

#4 · Ahmednagarcell 4660001789

distance 0.17 · cross-district

#5 · Ahmednagarcell 4660001805

distance 0.175 · cross-district

#6 · Ahmednagarcell 4660001797

distance 0.195 · cross-district

#7 · Beedcell 4700001834

distance 0.197

#8 · Ahmednagarcell 4660001587

distance 0.202 · cross-district

#9 · Ahmednagarcell 4660001791

distance 0.207 · cross-district

#10 · Ahmednagarcell 4660001484

distance 0.212 · cross-district

#11 · Ahmednagarcell 4660001902

distance 0.213 · cross-district

#12 · Ahmednagarcell 4660002094

distance 0.213 · cross-district

#13 · Ahmednagarcell 4660002402

distance 0.214 · cross-district

#14 · Beedcell 4700003323

distance 0.216

#15 · Beedcell 4700002306

distance 0.219

#16 · Ahmednagarcell 4660002006

distance 0.22 · cross-district

#17 · Ahmednagarcell 4660001289

distance 0.221 · cross-district

#18 · Beedcell 4700002295

distance 0.221

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":4700002134}}}'

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.