Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007889

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007794

distance 0.11

#2 · Beedcell 4700007795

distance 0.116

#3 · Jalnacell 4790003406

distance 0.146 · cross-district

#4 · Beedcell 4700008168

distance 0.155

#5 · Nandedcell 4850000519

distance 0.158 · cross-district

#6 · Buldhanacell 4720002893

distance 0.161 · cross-district

#7 · Jalnacell 4790000973

distance 0.163 · cross-district

#8 · Beedcell 4700008435

distance 0.163

#9 · Parbhanicell 4890004104

distance 0.165 · cross-district

#10 · Beedcell 4700008929

distance 0.167

#11 · Buldhanacell 4720002295

distance 0.167 · cross-district

#12 · Amravaticell 4680005159

distance 0.168 · cross-district

#13 · Beedcell 4700008091

distance 0.17

#14 · Buldhanacell 4720000993

distance 0.171 · cross-district

#15 · Buldhanacell 4720002362

distance 0.171 · cross-district

#16 · Beedcell 4700001431

distance 0.172

#17 · Jalnacell 4790000112

distance 0.173 · cross-district

#18 · Beedcell 4700007903

distance 0.174

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":4700007889}}}'

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.