Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004496

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

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005474

distance 0.07

#2 · Parbhanicell 4890000565

distance 0.082 · cross-district

#3 · Beedcell 4700005476

distance 0.086

#4 · Beedcell 4700004662

distance 0.089

#5 · Beedcell 4700004325

distance 0.106

#6 · Beedcell 4700004324

distance 0.107

#7 · Beedcell 4700005003

distance 0.119

#8 · Beedcell 4700005766

distance 0.12

#9 · Parbhanicell 4890000564

distance 0.123 · cross-district

#10 · Akolacell 4670000288

distance 0.124 · cross-district

#11 · Akolacell 4670000551

distance 0.126 · cross-district

#12 · Parbhanicell 4890002330

distance 0.129 · cross-district

#13 · Amravaticell 4680006613

distance 0.131 · cross-district

#14 · Akolacell 4670000622

distance 0.131 · cross-district

#15 · Akolacell 4670001048

distance 0.133 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002775

distance 0.135 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002264

distance 0.137 · cross-district

#18 · Akolacell 4670000550

distance 0.138 · 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":4700004496}}}'

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.