Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005282

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 2 distinct districts

Index confidence

0.91

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 4700002587

distance 0.09

#2 · Beedcell 4700005123

distance 0.09

#3 · Beedcell 4700005122

distance 0.096

#4 · Beedcell 4700002254

distance 0.111

#5 · Beedcell 4700003924

distance 0.12

#6 · Beedcell 4700002094

distance 0.122

#7 · Buldhanacell 4720004568

distance 0.126 · cross-district

#8 · Beedcell 4700002758

distance 0.127

#9 · Beedcell 4700003923

distance 0.134

#10 · Buldhanacell 4720004023

distance 0.138 · cross-district

#11 · Beedcell 4700004777

distance 0.14

#12 · Buldhanacell 4720005082

distance 0.142 · cross-district

#13 · Beedcell 4700005128

distance 0.144

#14 · Buldhanacell 4720003668

distance 0.148 · cross-district

#15 · Beedcell 4700002095

distance 0.149

#16 · Beedcell 4700004605

distance 0.151

#17 · Buldhanacell 4720004490

distance 0.152 · cross-district

#18 · Buldhanacell 4720004417

distance 0.153 · 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":4700005282}}}'

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.