Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000017

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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004736

distance 0.068 · cross-district

#2 · Laturcell 4810004448

distance 0.068 · cross-district

#3 · Dharashivcell 4880004933

distance 0.088 · cross-district

#4 · Laturcell 4810003844

distance 0.089 · cross-district

#5 · Laturcell 4810003750

distance 0.1 · cross-district

#6 · Laturcell 4810004456

distance 0.103 · cross-district

#7 · Laturcell 4810004656

distance 0.104 · cross-district

#8 · Dharashivcell 4880004739

distance 0.108 · cross-district

#9 · Laturcell 4810004552

distance 0.111 · cross-district

#10 · Dharashivcell 4880005602

distance 0.111 · cross-district

#11 · Laturcell 4810003343

distance 0.111 · cross-district

#12 · Laturcell 4810003446

distance 0.111 · cross-district

#13 · Laturcell 4810003335

distance 0.112 · cross-district

#14 · Laturcell 4810004653

distance 0.119 · cross-district

#15 · Laturcell 4810003439

distance 0.121 · cross-district

#16 · Laturcell 4810004454

distance 0.121 · cross-district

#17 · Laturcell 4810003245

distance 0.122 · cross-district

#18 · Laturcell 4810004655

distance 0.123 · 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":4700000017}}}'

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.