Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007813

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007807

distance 0.09

#2 · Parbhanicell 4890004042

distance 0.123 · cross-district

#3 · Beedcell 4700007906

distance 0.129

#4 · Beedcell 4700007903

distance 0.13

#5 · Dharashivcell 4880006345

distance 0.138 · cross-district

#6 · Beedcell 4700001771

distance 0.14

#7 · Beedcell 4700001428

distance 0.148

#8 · Jalnacell 4790001723

distance 0.152 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000438

distance 0.157 · cross-district

#10 · Jalnacell 4790001166

distance 0.158 · cross-district

#11 · Beedcell 4700007334

distance 0.158

#12 · Beedcell 4700007531

distance 0.164

#13 · Parbhanicell 4890000432

distance 0.165 · cross-district

#14 · Beedcell 4700005996

distance 0.165

#15 · Jalnacell 4790003916

distance 0.166 · cross-district

#16 · Parbhanicell 4890004104

distance 0.166 · cross-district

#17 · Jalnacell 4790003058

distance 0.169 · cross-district

#18 · Jalnacell 4790001697

distance 0.17 · 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":4700007813}}}'

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.