Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008180

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.055

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008274

distance 0.055

#2 · Jalnacell 4790000614

distance 0.081 · cross-district

#3 · Jalnacell 4790000109

distance 0.082 · cross-district

#4 · Beedcell 4700008661

distance 0.084

#5 · Jalnacell 4790003490

distance 0.087 · cross-district

#6 · Jalnacell 4790001867

distance 0.09 · cross-district

#7 · Jalnacell 4790002118

distance 0.099 · cross-district

#8 · Jalnacell 4790001035

distance 0.103 · cross-district

#9 · Beedcell 4700008169

distance 0.105

#10 · Jalnacell 4790001034

distance 0.106 · cross-district

#11 · Jalnacell 4790001325

distance 0.107 · cross-district

#12 · Jalnacell 4790000292

distance 0.109 · cross-district

#13 · Beedcell 4700008174

distance 0.112

#14 · Jalnacell 4790000425

distance 0.112 · cross-district

#15 · Jalnacell 4790003403

distance 0.114 · cross-district

#16 · Beedcell 4700008591

distance 0.114

#17 · Jalnacell 4790000222

distance 0.115 · cross-district

#18 · Jalnacell 4790000823

distance 0.116 · 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":4700008180}}}'

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.