Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007717

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000033

distance 0.113 · cross-district

#2 · Beedcell 4700008353

distance 0.123

#3 · Beedcell 4700007703

distance 0.124

#4 · Beedcell 4700008348

distance 0.127

#5 · Buldhanacell 4720000435

distance 0.132 · cross-district

#6 · Buldhanacell 4720000028

distance 0.136 · cross-district

#7 · Beedcell 4700007814

distance 0.146

#8 · Parbhanicell 4890001729

distance 0.146 · cross-district

#9 · Jalnacell 4790003566

distance 0.146 · cross-district

#10 · Jalnacell 4790004003

distance 0.147 · cross-district

#11 · Beedcell 4700007520

distance 0.149

#12 · Jalnacell 4790003215

distance 0.15 · cross-district

#13 · Beedcell 4700008278

distance 0.151

#14 · Jalnacell 4790003823

distance 0.154 · cross-district

#15 · Beedcell 4700000919

distance 0.154

#16 · Buldhanacell 4720000025

distance 0.156 · cross-district

#17 · Beedcell 4700008715

distance 0.156

#18 · Jalnacell 4790003899

distance 0.159 · 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":4700007717}}}'

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.