Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005313

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005314

distance 0.151

#2 · Beedcell 4700001611

distance 0.154

#3 · Beedcell 4700004474

distance 0.161

#4 · Laturcell 4810001157

distance 0.161 · cross-district

#5 · Jalnacell 4790002306

distance 0.162 · cross-district

#6 · Dharashivcell 4880002824

distance 0.167 · cross-district

#7 · Jalnacell 4790001113

distance 0.175 · cross-district

#8 · Laturcell 4810001614

distance 0.175 · cross-district

#9 · Dharashivcell 4880002863

distance 0.176 · cross-district

#10 · Dharashivcell 4880002822

distance 0.176 · cross-district

#11 · Jalnacell 4790001260

distance 0.177 · cross-district

#12 · Laturcell 4810002142

distance 0.178 · cross-district

#13 · Jalnacell 4790003117

distance 0.181 · cross-district

#14 · Ahmednagarcell 4660006926

distance 0.181 · cross-district

#15 · Sanglicell 4930003813

distance 0.182 · cross-district

#16 · Laturcell 4810001602

distance 0.183 · cross-district

#17 · Sanglicell 4930003816

distance 0.183 · cross-district

#18 · Laturcell 4810002230

distance 0.183 · 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":4700005313}}}'

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.