Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002829

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002112

distance 0.189 · cross-district

#2 · Ahmednagarcell 4660002930

distance 0.198 · cross-district

#3 · Ahmednagarcell 4660002128

distance 0.207 · cross-district

#4 · Beedcell 4700003002

distance 0.228

#5 · Ahmednagarcell 4660002690

distance 0.229 · cross-district

#6 · Ahmednagarcell 4660002431

distance 0.231 · cross-district

#7 · Beedcell 4700002657

distance 0.236

#8 · Beedcell 4700003023

distance 0.238

#9 · Beedcell 4700002830

distance 0.238

#10 · Ahmednagarcell 4660001915

distance 0.244 · cross-district

#11 · Ahmednagarcell 4660001706

distance 0.246 · cross-district

#12 · Dharashivcell 4880006456

distance 0.247 · cross-district

#13 · Ahmednagarcell 4660002929

distance 0.248 · cross-district

#14 · Beedcell 4700002493

distance 0.251

#15 · Beedcell 4700003003

distance 0.251

#16 · Ahmednagarcell 4660001713

distance 0.254 · cross-district

#17 · Dharashivcell 4880004654

distance 0.257 · cross-district

#18 · Ahmednagarcell 4660001819

distance 0.259 · 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":4700002829}}}'

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.