Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003101

The MH-36 locality cells most similar to this Nanded 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

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004119

distance 0.078

#2 · Nandedcell 4850004106

distance 0.092

#3 · Nandedcell 4850004327

distance 0.108

#4 · Nandedcell 4850004250

distance 0.138

#5 · Washimcell 4990002538

distance 0.143 · cross-district

#6 · Nandedcell 4850003839

distance 0.144

#7 · Beedcell 4700008668

distance 0.156 · cross-district

#8 · Beedcell 4700007881

distance 0.159 · cross-district

#9 · Beedcell 4700004813

distance 0.16 · cross-district

#10 · Nandedcell 4850003099

distance 0.16

#11 · Nandedcell 4850002914

distance 0.163

#12 · Buldhanacell 4720002488

distance 0.174 · cross-district

#13 · Buldhanacell 4720002553

distance 0.174 · cross-district

#14 · Beedcell 4700001217

distance 0.175 · cross-district

#15 · Washimcell 4990001676

distance 0.177 · cross-district

#16 · Jalnacell 4790000895

distance 0.179 · cross-district

#17 · Beedcell 4700008097

distance 0.18 · cross-district

#18 · Beedcell 4700007708

distance 0.181 · 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":485,"cluster_id":4850003101}}}'

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.