Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005687

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010769

distance 0.182 · cross-district

#2 · Dhulecell 4740001177

distance 0.193 · cross-district

#3 · Dharashivcell 4880001899

distance 0.205 · cross-district

#4 · Beedcell 4700005577

distance 0.209

#5 · Laturcell 4810001306

distance 0.217 · cross-district

#6 · Beedcell 4700002403

distance 0.218

#7 · Ahmednagarcell 4660003792

distance 0.219 · cross-district

#8 · Dhulecell 4740002065

distance 0.223 · cross-district

#9 · Dharashivcell 4880002052

distance 0.226 · cross-district

#10 · Beedcell 4700001294

distance 0.231

#11 · Dharashivcell 4880005398

distance 0.232 · cross-district

#12 · Ahmednagarcell 4660002839

distance 0.233 · cross-district

#13 · Ahmednagarcell 4660003968

distance 0.234 · cross-district

#14 · Beedcell 4700008147

distance 0.235

#15 · Dharashivcell 4880001887

distance 0.238 · cross-district

#16 · Amravaticell 4680001620

distance 0.24 · cross-district

#17 · Sanglicell 4930003785

distance 0.24 · cross-district

#18 · Jalnacell 4790003640

distance 0.24 · 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":4700005687}}}'

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.