Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002963

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002456

distance 0.133

#2 · Beedcell 4700005781

distance 0.141

#3 · Solapurcell 4960012056

distance 0.143 · cross-district

#4 · Ahmednagarcell 4660000578

distance 0.145 · cross-district

#5 · Beedcell 4700003999

distance 0.159

#6 · Beedcell 4700003483

distance 0.161

#7 · Ahmednagarcell 4660010593

distance 0.162 · cross-district

#8 · Ahmednagarcell 4660000853

distance 0.163 · cross-district

#9 · Solapurcell 4960012125

distance 0.163 · cross-district

#10 · Ahmednagarcell 4660000125

distance 0.164 · cross-district

#11 · Ahmednagarcell 4660001674

distance 0.168 · cross-district

#12 · Ahmednagarcell 4660000726

distance 0.17 · cross-district

#13 · Solapurcell 4960000093

distance 0.17 · cross-district

#14 · Beedcell 4700005483

distance 0.17

#15 · Chhatrapati Sambhajinagarcell 4690003871

distance 0.173 · cross-district

#16 · Ahmednagarcell 4660000643

distance 0.173 · cross-district

#17 · Beedcell 4700004169

distance 0.174

#18 · Ahmednagarcell 4660009913

distance 0.174 · 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":4700002963}}}'

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.