Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002407

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002406

distance 0.176

#2 · Nandedcell 4850002498

distance 0.204

#3 · Sanglicell 4930001781

distance 0.218 · cross-district

#4 · Buldhanacell 4720002361

distance 0.222 · cross-district

#5 · Buldhanacell 4720002426

distance 0.233 · cross-district

#6 · Beedcell 4700008168

distance 0.234 · cross-district

#7 · Jalnacell 4790000754

distance 0.251 · cross-district

#8 · Beedcell 4700007794

distance 0.253 · cross-district

#9 · Dhulecell 4740000463

distance 0.259 · cross-district

#10 · Sanglicell 4930003292

distance 0.263 · cross-district

#11 · Dhulecell 4740000003

distance 0.263 · cross-district

#12 · Solapurcell 4960002864

distance 0.264 · cross-district

#13 · Jalnacell 4790002376

distance 0.265 · cross-district

#14 · Beedcell 4700007889

distance 0.265 · cross-district

#15 · Amravaticell 4680003204

distance 0.266 · cross-district

#16 · Buldhanacell 4720002362

distance 0.267 · cross-district

#17 · Jalnacell 4790001864

distance 0.267 · cross-district

#18 · Beedcell 4700005949

distance 0.27 · 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":4850002407}}}'

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.