Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002800

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002292

distance 0.159

#2 · Punecell 4900002050

distance 0.173 · cross-district

#3 · Dharashivcell 4880005230

distance 0.202 · cross-district

#4 · Beedcell 4700005085

distance 0.203

#5 · Ahmednagarcell 4660000380

distance 0.204 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000799

distance 0.207 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000051

distance 0.208 · cross-district

#8 · Punecell 4900002348

distance 0.214 · cross-district

#9 · Solapurcell 4960000937

distance 0.215 · cross-district

#10 · Punecell 4900006775

distance 0.218 · cross-district

#11 · Parbhanicell 4890001495

distance 0.218 · cross-district

#12 · Punecell 4900006650

distance 0.222 · cross-district

#13 · Jalnacell 4790006653

distance 0.227 · cross-district

#14 · Ahmednagarcell 4660002082

distance 0.227 · cross-district

#15 · Solapurcell 4960006941

distance 0.228 · cross-district

#16 · Jalnacell 4790004303

distance 0.23 · cross-district

#17 · Solapurcell 4960011947

distance 0.23 · cross-district

#18 · Ahmednagarcell 4660002281

distance 0.23 · 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":4700002800}}}'

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.