Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002231

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.388

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006767

distance 0.388 · cross-district

#2 · Beedcell 4700001325

distance 0.425 · cross-district

#3 · Nandedcell 4850000625

distance 0.43

#4 · Ahmednagarcell 4660011901

distance 0.44 · cross-district

#5 · Sanglicell 4930000349

distance 0.462 · cross-district

#6 · Dharashivcell 4880003228

distance 0.466 · cross-district

#7 · Ahmednagarcell 4660014283

distance 0.472 · cross-district

#8 · Amravaticell 4680000388

distance 0.485 · cross-district

#9 · Nandedcell 4850003059

distance 0.497

#10 · Parbhanicell 4890004284

distance 0.499 · cross-district

#11 · Jalnacell 4790000298

distance 0.502 · cross-district

#12 · Nandedcell 4850002789

distance 0.509

#13 · Buldhanacell 4720005826

distance 0.511 · cross-district

#14 · Buldhanacell 4720006929

distance 0.512 · cross-district

#15 · Ahmednagarcell 4660008447

distance 0.516 · cross-district

#16 · Washimcell 4990002957

distance 0.516 · cross-district

#17 · Parbhanicell 4890000698

distance 0.517 · cross-district

#18 · Solapurcell 4960006181

distance 0.521 · 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":4850002231}}}'

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.