Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008301

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

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007276

distance 0.053

#2 · Beedcell 4700007741

distance 0.055

#3 · Beedcell 4700008119

distance 0.072

#4 · Parbhanicell 4890003480

distance 0.073 · cross-district

#5 · Parbhanicell 4890002883

distance 0.075 · cross-district

#6 · Beedcell 4700008021

distance 0.075

#7 · Beedcell 4700007369

distance 0.077

#8 · Beedcell 4700008115

distance 0.079

#9 · Parbhanicell 4890001722

distance 0.081 · cross-district

#10 · Beedcell 4700007836

distance 0.081

#11 · Beedcell 4700007928

distance 0.083

#12 · Beedcell 4700008300

distance 0.084

#13 · Parbhanicell 4890002879

distance 0.087 · cross-district

#14 · Beedcell 4700007742

distance 0.088

#15 · Beedcell 4700008020

distance 0.089

#16 · Beedcell 4700007460

distance 0.09

#17 · Beedcell 4700008209

distance 0.092

#18 · Jalnacell 4790000252

distance 0.093 · 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":4700008301}}}'

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.