Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004680

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

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004507

distance 0.103

#2 · Beedcell 4700004509

distance 0.115

#3 · Ahmednagarcell 4660004621

distance 0.118 · cross-district

#4 · Beedcell 4700004157

distance 0.123

#5 · Ahmednagarcell 4660010096

distance 0.14 · cross-district

#6 · Beedcell 4700004161

distance 0.143

#7 · Beedcell 4700003642

distance 0.148

#8 · Ahmednagarcell 4660003472

distance 0.15 · cross-district

#9 · Ahmednagarcell 4660004620

distance 0.151 · cross-district

#10 · Ahmednagarcell 4660009407

distance 0.151 · cross-district

#11 · Ahmednagarcell 4660004204

distance 0.153 · cross-district

#12 · Ahmednagarcell 4660003119

distance 0.154 · cross-district

#13 · Beedcell 4700004681

distance 0.155

#14 · Beedcell 4700003817

distance 0.156

#15 · Beedcell 4700005768

distance 0.156

#16 · Ahmednagarcell 4660004450

distance 0.16 · cross-district

#17 · Beedcell 4700005918

distance 0.16

#18 · Beedcell 4700004159

distance 0.162

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":4700004680}}}'

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.