Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003134

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003135

distance 0.084

#2 · Ahmednagarcell 4660002992

distance 0.087 · cross-district

#3 · Ahmednagarcell 4660001364

distance 0.102 · cross-district

#4 · Ahmednagarcell 4660001065

distance 0.104 · cross-district

#5 · Solapurcell 4960012305

distance 0.108 · cross-district

#6 · Ahmednagarcell 4660003507

distance 0.112 · cross-district

#7 · Ahmednagarcell 4660001185

distance 0.113 · cross-district

#8 · Dhulecell 4740000016

distance 0.117 · cross-district

#9 · Beedcell 4700004675

distance 0.119

#10 · Beedcell 4700003139

distance 0.119

#11 · Ahmednagarcell 4660001461

distance 0.119 · cross-district

#12 · Ahmednagarcell 4660002841

distance 0.12 · cross-district

#13 · Beedcell 4700003305

distance 0.121

#14 · Ahmednagarcell 4660010258

distance 0.126 · cross-district

#15 · Ahmednagarcell 4660000347

distance 0.126 · cross-district

#16 · Ahmednagarcell 4660000807

distance 0.126 · cross-district

#17 · Dhulecell 4740000392

distance 0.126 · cross-district

#18 · Dhulecell 4740000285

distance 0.127 · 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":4700003134}}}'

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.