Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008097

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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008668

distance 0.091

#2 · Jalnacell 4790000001

distance 0.119 · cross-district

#3 · Beedcell 4700008516

distance 0.124

#4 · Beedcell 4700007708

distance 0.125

#5 · Beedcell 4700008456

distance 0.127

#6 · Jalnacell 4790002716

distance 0.129 · cross-district

#7 · Parbhanicell 4890004106

distance 0.129 · cross-district

#8 · Beedcell 4700004813

distance 0.131

#9 · Jalnacell 4790000083

distance 0.132 · cross-district

#10 · Beedcell 4700000248

distance 0.138

#11 · Beedcell 4700008181

distance 0.139

#12 · Buldhanacell 4720001397

distance 0.139 · cross-district

#13 · Jalnacell 4790003115

distance 0.14 · cross-district

#14 · Jalnacell 4790004163

distance 0.14 · cross-district

#15 · Beedcell 4700006723

distance 0.143

#16 · Buldhanacell 4720000167

distance 0.143 · cross-district

#17 · Beedcell 4700008356

distance 0.146

#18 · Solapurcell 4960002450

distance 0.146 · 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":4700008097}}}'

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.