Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005028

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005633

distance 0.153

#2 · Beedcell 4700005920

distance 0.154

#3 · Ahmednagarcell 4660004877

distance 0.159 · cross-district

#4 · Beedcell 4700006347

distance 0.162

#5 · Beedcell 4700006206

distance 0.17

#6 · Beedcell 4700006619

distance 0.172

#7 · Ahmednagarcell 4660004876

distance 0.183 · cross-district

#8 · Beedcell 4700006624

distance 0.184

#9 · Nashikcell 4870007119

distance 0.186 · cross-district

#10 · Ahmednagarcell 4660002745

distance 0.188 · cross-district

#11 · Beedcell 4700004544

distance 0.189

#12 · Dhulecell 4740000511

distance 0.193 · cross-district

#13 · Beedcell 4700006225

distance 0.2

#14 · Beedcell 4700003542

distance 0.201

#15 · Nashikcell 4870013173

distance 0.202 · cross-district

#16 · Beedcell 4700006338

distance 0.203

#17 · Beedcell 4700005634

distance 0.203

#18 · Ahmednagarcell 4660002896

distance 0.204 · 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":4700005028}}}'

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.