Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008520

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007799

distance 0.109

#2 · Jalnacell 4790000350

distance 0.109 · cross-district

#3 · Beedcell 4700001896

distance 0.159

#4 · Dharashivcell 4880000466

distance 0.161 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001847

distance 0.167 · cross-district

#6 · Jalnacell 4790000223

distance 0.167 · cross-district

#7 · Solapurcell 4960004568

distance 0.168 · cross-district

#8 · Beedcell 4700001607

distance 0.169

#9 · Beedcell 4700002908

distance 0.169

#10 · Chhatrapati Sambhajinagarcell 4690001760

distance 0.17 · cross-district

#11 · Jalnacell 4790002358

distance 0.171 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001396

distance 0.171 · cross-district

#13 · Beedcell 4700005316

distance 0.171

#14 · Solapurcell 4960004413

distance 0.172 · cross-district

#15 · Beedcell 4700005468

distance 0.175

#16 · Ahmednagarcell 4660009935

distance 0.175 · cross-district

#17 · Ahmednagarcell 4660009264

distance 0.175 · cross-district

#18 · Ahmednagarcell 4660010259

distance 0.176 · 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":4700008520}}}'

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.