Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007163

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007164

distance 0.179

#2 · Amravaticell 4680006920

distance 0.184 · cross-district

#3 · Yavatmalcell 5000011561

distance 0.19 · cross-district

#4 · Beedcell 4700007358

distance 0.192

#5 · Amravaticell 4680006628

distance 0.193 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000675

distance 0.193 · cross-district

#7 · Wardhacell 4980005334

distance 0.193 · cross-district

#8 · Amravaticell 4680006203

distance 0.196 · cross-district

#9 · Amravaticell 4680006486

distance 0.204 · cross-district

#10 · Hingolicell 4770002541

distance 0.21 · cross-district

#11 · Wardhacell 4980003651

distance 0.211 · cross-district

#12 · Amravaticell 4680006921

distance 0.211 · cross-district

#13 · Amravaticell 4680006346

distance 0.211 · cross-district

#14 · Punecell 4900002962

distance 0.213 · cross-district

#15 · Amravaticell 4680006488

distance 0.215 · cross-district

#16 · Amravaticell 4680006631

distance 0.216 · cross-district

#17 · Hingolicell 4770002741

distance 0.217 · cross-district

#18 · Yavatmalcell 5000001781

distance 0.219 · 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":4700007163}}}'

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.