Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008712

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008074

distance 0.163

#2 · Jalnacell 4790002540

distance 0.169 · cross-district

#3 · Jalnacell 4790002450

distance 0.174 · cross-district

#4 · Jalnacell 4790002462

distance 0.182 · cross-district

#5 · Jalnacell 4790002208

distance 0.186 · cross-district

#6 · Jalnacell 4790004139

distance 0.189 · cross-district

#7 · Beedcell 4700008270

distance 0.193

#8 · Parbhanicell 4890004105

distance 0.195 · cross-district

#9 · Beedcell 4700000795

distance 0.197

#10 · Jalnacell 4790001875

distance 0.198 · cross-district

#11 · Nandedcell 4850001861

distance 0.201 · cross-district

#12 · Buldhanacell 4720002886

distance 0.205 · cross-district

#13 · Beedcell 4700008649

distance 0.205

#14 · Jalnacell 4790000970

distance 0.209 · cross-district

#15 · Beedcell 4700001029

distance 0.21

#16 · Parbhanicell 4890001674

distance 0.21 · cross-district

#17 · Jalnacell 4790003135

distance 0.211 · cross-district

#18 · Beedcell 4700008715

distance 0.211

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":4700008712}}}'

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.