Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008288

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.047

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008197

distance 0.047

#2 · Beedcell 4700008464

distance 0.054

#3 · Beedcell 4700008283

distance 0.072

#4 · Beedcell 4700008098

distance 0.072

#5 · Parbhanicell 4890003486

distance 0.074 · cross-district

#6 · Parbhanicell 4890003477

distance 0.075 · cross-district

#7 · Jalnacell 4790000167

distance 0.077 · cross-district

#8 · Beedcell 4700008378

distance 0.078

#9 · Jalnacell 4790000206

distance 0.078 · cross-district

#10 · Beedcell 4700008099

distance 0.08

#11 · Beedcell 4700008287

distance 0.08

#12 · Beedcell 4700008379

distance 0.082

#13 · Parbhanicell 4890003550

distance 0.084 · cross-district

#14 · Beedcell 4700008468

distance 0.085

#15 · Jalnacell 4790000197

distance 0.085 · cross-district

#16 · Parbhanicell 4890003485

distance 0.086 · cross-district

#17 · Beedcell 4700008539

distance 0.088

#18 · Jalnacell 4790000044

distance 0.091 · 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":4700008288}}}'

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.