Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008276

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008930

distance 0.072

#2 · Beedcell 4700008928

distance 0.076

#3 · Beedcell 4700008437

distance 0.09

#4 · Jalnacell 4790003305

distance 0.09 · cross-district

#5 · Beedcell 4700008092

distance 0.094

#6 · Beedcell 4700008888

distance 0.102

#7 · Beedcell 4700008658

distance 0.103

#8 · Jalnacell 4790002621

distance 0.107 · cross-district

#9 · Jalnacell 4790004165

distance 0.11 · cross-district

#10 · Jalnacell 4790002898

distance 0.113 · cross-district

#11 · Jalnacell 4790000138

distance 0.119 · cross-district

#12 · Beedcell 4700005166

distance 0.121

#13 · Jalnacell 4790001470

distance 0.122 · cross-district

#14 · Beedcell 4700008450

distance 0.123

#15 · Jalnacell 4790003061

distance 0.123 · cross-district

#16 · Beedcell 4700000244

distance 0.124

#17 · Jalnacell 4790000300

distance 0.124 · cross-district

#18 · Parbhanicell 4890002068

distance 0.126 · 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":4700008276}}}'

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.