Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008621

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008402

distance 0.12

#2 · Ahmednagarcell 4660007713

distance 0.147 · cross-district

#3 · Ahmednagarcell 4660007716

distance 0.153 · cross-district

#4 · Ahmednagarcell 4660007866

distance 0.176 · cross-district

#5 · Ahmednagarcell 4660001612

distance 0.177 · cross-district

#6 · Beedcell 4700008224

distance 0.179

#7 · Beedcell 4700008403

distance 0.179

#8 · Beedcell 4700007689

distance 0.188

#9 · Ahmednagarcell 4660007407

distance 0.191 · cross-district

#10 · Ahmednagarcell 4660007569

distance 0.193 · cross-district

#11 · Solapurcell 4960000759

distance 0.205 · cross-district

#12 · Beedcell 4700008735

distance 0.21

#13 · Beedcell 4700007778

distance 0.213

#14 · Dharashivcell 4880005441

distance 0.214 · cross-district

#15 · Beedcell 4700008552

distance 0.215

#16 · Beedcell 4700008488

distance 0.215

#17 · Ahmednagarcell 4660007557

distance 0.215 · cross-district

#18 · Ahmednagarcell 4660007121

distance 0.216 · 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":4700008621}}}'

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.