Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005104

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660012502

distance 0.253 · cross-district

#2 · Beedcell 4700007911

distance 0.274

#3 · Ahmednagarcell 4660001333

distance 0.279 · cross-district

#4 · Solapurcell 4960006342

distance 0.281 · cross-district

#5 · Beedcell 4700006122

distance 0.283

#6 · Laturcell 4810001170

distance 0.284 · cross-district

#7 · Beedcell 4700004067

distance 0.285

#8 · Beedcell 4700004934

distance 0.285

#9 · Ahmednagarcell 4660002990

distance 0.299 · cross-district

#10 · Dharashivcell 4880000977

distance 0.299 · cross-district

#11 · Ahmednagarcell 4660003860

distance 0.307 · cross-district

#12 · Sanglicell 4930000719

distance 0.319 · cross-district

#13 · Jalnacell 4790001236

distance 0.319 · cross-district

#14 · Ahmednagarcell 4660012190

distance 0.32 · cross-district

#15 · Amravaticell 4680001734

distance 0.325 · cross-district

#16 · Solapurcell 4960005053

distance 0.326 · cross-district

#17 · Washimcell 4990003856

distance 0.328 · cross-district

#18 · Ahmednagarcell 4660012311

distance 0.328 · 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":4700005104}}}'

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.