Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007913

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007631

distance 0.092

#2 · Beedcell 4700008004

distance 0.099

#3 · Jalnacell 4790001869

distance 0.119 · cross-district

#4 · Parbhanicell 4890003548

distance 0.12 · cross-district

#5 · Jalnacell 4790001706

distance 0.124 · cross-district

#6 · Jalnacell 4790000979

distance 0.127 · cross-district

#7 · Parbhanicell 4890003485

distance 0.128 · cross-district

#8 · Beedcell 4700007273

distance 0.128

#9 · Jalnacell 4790000892

distance 0.128 · cross-district

#10 · Jalnacell 4790001629

distance 0.128 · cross-district

#11 · Jalnacell 4790001630

distance 0.13 · cross-district

#12 · Jalnacell 4790001797

distance 0.13 · cross-district

#13 · Jalnacell 4790000625

distance 0.13 · cross-district

#14 · Jalnacell 4790000417

distance 0.13 · cross-district

#15 · Jalnacell 4790001121

distance 0.132 · cross-district

#16 · Jalnacell 4790001972

distance 0.133 · cross-district

#17 · Jalnacell 4790000549

distance 0.133 · cross-district

#18 · Jalnacell 4790001194

distance 0.133 · 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":4700007913}}}'

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.