Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007702

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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007699

distance 0.083

#2 · Jalnacell 4790002036

distance 0.089 · cross-district

#3 · Jalnacell 4790002881

distance 0.095 · cross-district

#4 · Beedcell 4700007793

distance 0.096

#5 · Jalnacell 4790002389

distance 0.099 · cross-district

#6 · Beedcell 4700007904

distance 0.112

#7 · Beedcell 4700008081

distance 0.114

#8 · Jalnacell 4790003832

distance 0.115 · cross-district

#9 · Beedcell 4700008092

distance 0.118

#10 · Beedcell 4700008721

distance 0.121

#11 · Buldhanacell 4720001202

distance 0.122 · cross-district

#12 · Jalnacell 4790003558

distance 0.123 · cross-district

#13 · Jalnacell 4790004080

distance 0.123 · cross-district

#14 · Jalnacell 4790001326

distance 0.125 · cross-district

#15 · Jalnacell 4790001251

distance 0.125 · cross-district

#16 · Jalnacell 4790001632

distance 0.126 · cross-district

#17 · Jalnacell 4790003305

distance 0.127 · cross-district

#18 · Jalnacell 4790004078

distance 0.128 · 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":4700007702}}}'

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.