Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004979

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005301

distance 0.188

#2 · Jalnacell 4790001548

distance 0.2 · cross-district

#3 · Beedcell 4700001017

distance 0.202

#4 · Ahmednagarcell 4660006931

distance 0.207 · cross-district

#5 · Beedcell 4700008309

distance 0.209

#6 · Beedcell 4700001715

distance 0.211

#7 · Ahmednagarcell 4660007848

distance 0.211 · cross-district

#8 · Beedcell 4700007609

distance 0.213

#9 · Yavatmalcell 5000005212

distance 0.22 · cross-district

#10 · Nandedcell 4850003965

distance 0.223 · cross-district

#11 · Laturcell 4810003796

distance 0.223 · cross-district

#12 · Sanglicell 4930001613

distance 0.224 · cross-district

#13 · Beedcell 4700004482

distance 0.229

#14 · Ahmednagarcell 4660006932

distance 0.234 · cross-district

#15 · Yavatmalcell 5000003617

distance 0.236 · cross-district

#16 · Beedcell 4700001754

distance 0.237

#17 · Jalnacell 4790002375

distance 0.237 · cross-district

#18 · Parbhanicell 4890000575

distance 0.238 · 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":4700004979}}}'

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.