Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008640

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002486

distance 0.146 · cross-district

#2 · Ahmednagarcell 4660007856

distance 0.168 · cross-district

#3 · Ahmednagarcell 4660008464

distance 0.173 · cross-district

#4 · Beedcell 4700008454

distance 0.181

#5 · Parbhanicell 4890000596

distance 0.181 · cross-district

#6 · Washimcell 4990002026

distance 0.182 · cross-district

#7 · Beedcell 4700007575

distance 0.188

#8 · Beedcell 4700007841

distance 0.188

#9 · Parbhanicell 4890000948

distance 0.19 · cross-district

#10 · Beedcell 4700007782

distance 0.191

#11 · Nandedcell 4850004471

distance 0.191 · cross-district

#12 · Jalnacell 4790001565

distance 0.192 · cross-district

#13 · Beedcell 4700007678

distance 0.194

#14 · Beedcell 4700007952

distance 0.194

#15 · Beedcell 4700008323

distance 0.196

#16 · Beedcell 4700008840

distance 0.198

#17 · Washimcell 4990002542

distance 0.199 · cross-district

#18 · Nandedcell 4850004122

distance 0.199 · 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":4700008640}}}'

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.