Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005872

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005871

distance 0.105

#2 · Beedcell 4700000804

distance 0.111

#3 · Dharashivcell 4880005480

distance 0.12 · cross-district

#4 · Beedcell 4700005424

distance 0.14

#5 · Beedcell 4700000806

distance 0.14

#6 · Dharashivcell 4880001026

distance 0.142 · cross-district

#7 · Beedcell 4700005440

distance 0.143

#8 · Beedcell 4700005575

distance 0.147

#9 · Beedcell 4700005323

distance 0.149

#10 · Dharashivcell 4880005763

distance 0.149 · cross-district

#11 · Beedcell 4700004309

distance 0.151

#12 · Dharashivcell 4880005384

distance 0.152 · cross-district

#13 · Beedcell 4700005292

distance 0.152

#14 · Jalnacell 4790006110

distance 0.152 · cross-district

#15 · Solapurcell 4960003132

distance 0.152 · cross-district

#16 · Beedcell 4700005290

distance 0.153

#17 · Beedcell 4700006003

distance 0.153

#18 · Jalgaoncell 4780002976

distance 0.153 · 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":4700005872}}}'

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.