Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007641

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000049

distance 0.198 · cross-district

#2 · Nandedcell 4850008742

distance 0.203 · cross-district

#3 · Amravaticell 4680002208

distance 0.213 · cross-district

#4 · Beedcell 4700005884

distance 0.217

#5 · Beedcell 4700007459

distance 0.219

#6 · Yavatmalcell 5000005650

distance 0.219 · cross-district

#7 · Parbhanicell 4890003380

distance 0.226 · cross-district

#8 · Nagpurcell 4840006967

distance 0.232 · cross-district

#9 · Wardhacell 4980004728

distance 0.235 · cross-district

#10 · Parbhanicell 4890003679

distance 0.236 · cross-district

#11 · Jalnacell 4790001924

distance 0.24 · cross-district

#12 · Beedcell 4700002403

distance 0.25

#13 · Buldhanacell 4720002683

distance 0.251 · cross-district

#14 · Jalnacell 4790001124

distance 0.252 · cross-district

#15 · Nandedcell 4850001520

distance 0.252 · cross-district

#16 · Kolhapurcell 4800005448

distance 0.256 · cross-district

#17 · Jalgaoncell 4780001977

distance 0.256 · cross-district

#18 · Jalnacell 4790001007

distance 0.256 · 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":4700007641}}}'

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.