Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003301

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001203

distance 0.235 · cross-district

#2 · Nandedcell 4850002276

distance 0.243

#3 · Punecell 4900001301

distance 0.256 · cross-district

#4 · Sataracell 4940006482

distance 0.264 · cross-district

#5 · Jalgaoncell 4780006627

distance 0.267 · cross-district

#6 · Jalgaoncell 4780008005

distance 0.273 · cross-district

#7 · Jalgaoncell 4780004944

distance 0.274 · cross-district

#8 · Beedcell 4700008361

distance 0.281 · cross-district

#9 · Dharashivcell 4880000558

distance 0.283 · cross-district

#10 · Punecell 4900002602

distance 0.284 · cross-district

#11 · Hingolicell 4770000463

distance 0.285 · cross-district

#12 · Nandedcell 4850002469

distance 0.286

#13 · Akolacell 4670003561

distance 0.287 · cross-district

#14 · Nandedcell 4850000240

distance 0.29

#15 · Amravaticell 4680005626

distance 0.298 · cross-district

#16 · Amravaticell 4680006174

distance 0.304 · cross-district

#17 · Nandedcell 4850003610

distance 0.305

#18 · Sataracell 4940008592

distance 0.305 · 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":4850003301}}}'

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.