Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008355

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008719

distance 0.095

#2 · Jalnacell 4790003641

distance 0.104 · cross-district

#3 · Jalnacell 4790003477

distance 0.139 · cross-district

#4 · Beedcell 4700008668

distance 0.143

#5 · Beedcell 4700008097

distance 0.148

#6 · Hingolicell 4770003846

distance 0.149 · cross-district

#7 · Beedcell 4700008170

distance 0.153

#8 · Nandedcell 4850002552

distance 0.154 · cross-district

#9 · Beedcell 4700004669

distance 0.154

#10 · Nandedcell 4850000960

distance 0.155 · cross-district

#11 · Dharashivcell 4880000875

distance 0.157 · cross-district

#12 · Beedcell 4700006841

distance 0.161

#13 · Beedcell 4700007708

distance 0.163

#14 · Beedcell 4700008516

distance 0.163

#15 · Buldhanacell 4720000358

distance 0.164 · cross-district

#16 · Dharashivcell 4880000808

distance 0.166 · cross-district

#17 · Jalnacell 4790003390

distance 0.166 · cross-district

#18 · Jalnacell 4790000083

distance 0.167 · 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":4700008355}}}'

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.