Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000485

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005672

distance 0.126 · cross-district

#2 · Dharashivcell 4880005475

distance 0.129 · cross-district

#3 · Dharashivcell 4880006301

distance 0.138 · cross-district

#4 · Beedcell 4700005440

distance 0.139

#5 · Beedcell 4700000790

distance 0.14

#6 · Laturcell 4810003763

distance 0.144 · cross-district

#7 · Parbhanicell 4890000434

distance 0.145 · cross-district

#8 · Dharashivcell 4880005394

distance 0.146 · cross-district

#9 · Laturcell 4810003465

distance 0.146 · cross-district

#10 · Dharashivcell 4880004443

distance 0.147 · cross-district

#11 · Dharashivcell 4880004999

distance 0.147 · cross-district

#12 · Dharashivcell 4880004277

distance 0.149 · cross-district

#13 · Beedcell 4700001451

distance 0.155

#14 · Laturcell 4810002096

distance 0.161 · cross-district

#15 · Dharashivcell 4880004356

distance 0.161 · cross-district

#16 · Beedcell 4700000661

distance 0.162

#17 · Dharashivcell 4880005285

distance 0.164 · cross-district

#18 · Dharashivcell 4880004995

distance 0.165 · 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":4700000485}}}'

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.