Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007738

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000836

distance 0.164 · cross-district

#2 · Jalnacell 4790001578

distance 0.196 · cross-district

#3 · Solapurcell 4960002434

distance 0.249 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001593

distance 0.252 · cross-district

#5 · Beedcell 4700007459

distance 0.252

#6 · Beedcell 4700006919

distance 0.264

#7 · Jalgaoncell 4780001702

distance 0.267 · cross-district

#8 · Jalnacell 4790001124

distance 0.281 · cross-district

#9 · Solapurcell 4960006332

distance 0.281 · cross-district

#10 · Wardhacell 4980004114

distance 0.283 · cross-district

#11 · Amravaticell 4680006477

distance 0.285 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690008410

distance 0.287 · cross-district

#13 · Yavatmalcell 5000004104

distance 0.288 · cross-district

#14 · Dharashivcell 4880001324

distance 0.292 · cross-district

#15 · Parbhanicell 4890003211

distance 0.298 · cross-district

#16 · Parbhanicell 4890003546

distance 0.299 · cross-district

#17 · Amravaticell 4680003570

distance 0.303 · cross-district

#18 · Beedcell 4700007370

distance 0.303

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":4700007738}}}'

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.