Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008847

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

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008762

distance 0.096

#2 · Jalnacell 4790002219

distance 0.098 · cross-district

#3 · Beedcell 4700007905

distance 0.099

#4 · Beedcell 4700007346

distance 0.101

#5 · Jalnacell 4790001032

distance 0.115 · cross-district

#6 · Jalnacell 4790003389

distance 0.117 · cross-district

#7 · Beedcell 4700007518

distance 0.119

#8 · Beedcell 4700008512

distance 0.122

#9 · Jalnacell 4790003903

distance 0.125 · cross-district

#10 · Jalnacell 4790000300

distance 0.127 · cross-district

#11 · Beedcell 4700008889

distance 0.129

#12 · Jalnacell 4790001056

distance 0.129 · cross-district

#13 · Beedcell 4700007796

distance 0.131

#14 · Jalnacell 4790003744

distance 0.132 · cross-district

#15 · Beedcell 4700007448

distance 0.133

#16 · Beedcell 4700001452

distance 0.136

#17 · Beedcell 4700007252

distance 0.136

#18 · Chhatrapati Sambhajinagarcell 4690000107

distance 0.137 · 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":4700008847}}}'

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.