Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002401

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005309

distance 0.129

#2 · Beedcell 4700000248

distance 0.14

#3 · Beedcell 4700002400

distance 0.14

#4 · Beedcell 4700000916

distance 0.142

#5 · Jalnacell 4790003487

distance 0.143 · cross-district

#6 · Jalnacell 4790004163

distance 0.144 · cross-district

#7 · Beedcell 4700004981

distance 0.147

#8 · Beedcell 4700002044

distance 0.15

#9 · Beedcell 4700007708

distance 0.15

#10 · Beedcell 4700007705

distance 0.15

#11 · Laturcell 4810001900

distance 0.154 · cross-district

#12 · Beedcell 4700008668

distance 0.157

#13 · Laturcell 4810000999

distance 0.159 · cross-district

#14 · Beedcell 4700008097

distance 0.159

#15 · Beedcell 4700000254

distance 0.16

#16 · Laturcell 4810001282

distance 0.163 · cross-district

#17 · Laturcell 4810001549

distance 0.164 · cross-district

#18 · Laturcell 4810001985

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":4700002401}}}'

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.