Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007268

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007267

distance 0.091

#2 · Laturcell 4810003086

distance 0.138 · cross-district

#3 · Jalnacell 4790001417

distance 0.176 · cross-district

#4 · Jalnacell 4790001804

distance 0.189 · cross-district

#5 · Jalnacell 4790001572

distance 0.193 · cross-district

#6 · Beedcell 4700007446

distance 0.202

#7 · Yavatmalcell 5000001327

distance 0.207 · cross-district

#8 · Jalnacell 4790001496

distance 0.207 · cross-district

#9 · Beedcell 4700007444

distance 0.231

#10 · Beedcell 4700007358

distance 0.234

#11 · Yavatmalcell 5000001326

distance 0.238 · cross-district

#12 · Yavatmalcell 5000006412

distance 0.241 · cross-district

#13 · Yavatmalcell 5000001328

distance 0.244 · cross-district

#14 · Hingolicell 4770002818

distance 0.247 · cross-district

#15 · Amravaticell 4680006632

distance 0.247 · cross-district

#16 · Yavatmalcell 5000006275

distance 0.247 · cross-district

#17 · Ahmednagarcell 4660008080

distance 0.252 · cross-district

#18 · Yavatmalcell 5000001275

distance 0.252 · 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":4700007268}}}'

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.