Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007444

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

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007446

distance 0.063

#2 · Beedcell 4700007358

distance 0.101

#3 · Yavatmalcell 5000006412

distance 0.154 · cross-district

#4 · Yavatmalcell 5000006275

distance 0.158 · cross-district

#5 · Wardhacell 4980005334

distance 0.161 · cross-district

#6 · Amravaticell 4680006920

distance 0.168 · cross-district

#7 · Jalnacell 4790001417

distance 0.168 · cross-district

#8 · Amravaticell 4680006629

distance 0.169 · cross-district

#9 · Beedcell 4700007166

distance 0.175

#10 · Beedcell 4700007356

distance 0.176

#11 · Amravaticell 4680006775

distance 0.179 · cross-district

#12 · Wardhacell 4980003711

distance 0.184 · cross-district

#13 · Amravaticell 4680006067

distance 0.185 · cross-district

#14 · Amravaticell 4680006632

distance 0.185 · cross-district

#15 · Yavatmalcell 5000011561

distance 0.188 · cross-district

#16 · Beedcell 4700007165

distance 0.189

#17 · Jalnacell 4790001572

distance 0.195 · cross-district

#18 · Amravaticell 4680000814

distance 0.197 · 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":4700007444}}}'

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.