Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008657

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.328

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720002288

distance 0.328 · cross-district

#2 · Nandedcell 4850008998

distance 0.34

#3 · Nandedcell 4850008756

distance 0.345

#4 · Dharashivcell 4880002898

distance 0.347 · cross-district

#5 · Yavatmalcell 5000005234

distance 0.352 · cross-district

#6 · Buldhanacell 4720002364

distance 0.358 · cross-district

#7 · Amravaticell 4680008624

distance 0.363 · cross-district

#8 · Nandedcell 4850000963

distance 0.364

#9 · Nandedcell 4850001598

distance 0.366

#10 · Yavatmalcell 5000009589

distance 0.366 · cross-district

#11 · Nandedcell 4850008745

distance 0.366

#12 · Parbhanicell 4890001737

distance 0.367 · cross-district

#13 · Washimcell 4990002693

distance 0.371 · cross-district

#14 · Akolacell 4670001391

distance 0.371 · cross-district

#15 · Nandedcell 4850009005

distance 0.378

#16 · Jalnacell 4790000766

distance 0.379 · cross-district

#17 · Beedcell 4700006020

distance 0.379 · cross-district

#18 · Yavatmalcell 5000001773

distance 0.379 · 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":4850008657}}}'

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.