Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004729

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004730

distance 0.09

#2 · Dharashivcell 4880005604

distance 0.118 · cross-district

#3 · Dharashivcell 4880005698

distance 0.123 · cross-district

#4 · Beedcell 4700004049

distance 0.127

#5 · Ahmednagarcell 4660005289

distance 0.132 · cross-district

#6 · Beedcell 4700005067

distance 0.132

#7 · Dharashivcell 4880005513

distance 0.139 · cross-district

#8 · Sanglicell 4930000871

distance 0.144 · cross-district

#9 · Dharashivcell 4880004936

distance 0.145 · cross-district

#10 · Dharashivcell 4880005697

distance 0.148 · cross-district

#11 · Ahmednagarcell 4660000780

distance 0.15 · cross-district

#12 · Ahmednagarcell 4660000926

distance 0.153 · cross-district

#13 · Solapurcell 4960012550

distance 0.157 · cross-district

#14 · Solapurcell 4960012525

distance 0.157 · cross-district

#15 · Ahmednagarcell 4660001018

distance 0.158 · cross-district

#16 · Dharashivcell 4880004839

distance 0.159 · cross-district

#17 · Beedcell 4700005241

distance 0.16

#18 · Ahmednagarcell 4660005290

distance 0.162 · 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":4700004729}}}'

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.