Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001490

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002118

distance 0.19

#2 · Hingolicell 4770004022

distance 0.203 · cross-district

#3 · Laturcell 4810004143

distance 0.216 · cross-district

#4 · Nandedcell 4850001869

distance 0.224

#5 · Beedcell 4700007238

distance 0.224 · cross-district

#6 · Beedcell 4700000686

distance 0.225 · cross-district

#7 · Washimcell 4990002872

distance 0.23 · cross-district

#8 · Jalnacell 4790000810

distance 0.23 · cross-district

#9 · Beedcell 4700004783

distance 0.232 · cross-district

#10 · Nandedcell 4850000158

distance 0.234

#11 · Nandedcell 4850001649

distance 0.244

#12 · Beedcell 4700002912

distance 0.245 · cross-district

#13 · Nandedcell 4850000956

distance 0.248

#14 · Beedcell 4700000801

distance 0.248 · cross-district

#15 · Sanglicell 4930004595

distance 0.25 · cross-district

#16 · Hingolicell 4770001089

distance 0.25 · cross-district

#17 · Ahmednagarcell 4660010428

distance 0.25 · cross-district

#18 · Beedcell 4700001059

distance 0.251 · 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":4850001490}}}'

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.