Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007792

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

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007791

distance 0.069

#2 · Jalnacell 4790002882

distance 0.081 · cross-district

#3 · Beedcell 4700007513

distance 0.084

#4 · Jalnacell 4790003128

distance 0.088 · cross-district

#5 · Beedcell 4700007334

distance 0.097

#6 · Beedcell 4700007335

distance 0.103

#7 · Jalnacell 4790004157

distance 0.121 · cross-district

#8 · Beedcell 4700002398

distance 0.121

#9 · Jalnacell 4790003218

distance 0.123 · cross-district

#10 · Beedcell 4700007811

distance 0.124

#11 · Jalnacell 4790001249

distance 0.127 · cross-district

#12 · Buldhanacell 4720001401

distance 0.127 · cross-district

#13 · Jalnacell 4790002964

distance 0.128 · cross-district

#14 · Jalnacell 4790000557

distance 0.129 · cross-district

#15 · Beedcell 4700008167

distance 0.13

#16 · Beedcell 4700007425

distance 0.133

#17 · Jalnacell 4790003400

distance 0.134 · cross-district

#18 · Jalnacell 4790000484

distance 0.135 · 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":4700007792}}}'

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.