Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001430

The MH-36 locality cells most similar to this Dharashiv 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870006519

distance 0.267 · cross-district

#2 · Beedcell 4700002714

distance 0.267 · cross-district

#3 · Sanglicell 4930001593

distance 0.29 · cross-district

#4 · Dharashivcell 4880000846

distance 0.301

#5 · Beedcell 4700001005

distance 0.309 · cross-district

#6 · Dharashivcell 4880000691

distance 0.31

#7 · Sanglicell 4930001453

distance 0.311 · cross-district

#8 · Laturcell 4810000893

distance 0.313 · cross-district

#9 · Sanglicell 4930002417

distance 0.313 · cross-district

#10 · Nandedcell 4850000278

distance 0.321 · cross-district

#11 · Buldhanacell 4720003410

distance 0.323 · cross-district

#12 · Laturcell 4810000069

distance 0.326 · cross-district

#13 · Buldhanacell 4720001352

distance 0.33 · cross-district

#14 · Laturcell 4810001562

distance 0.331 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690006567

distance 0.332 · cross-district

#16 · Nandedcell 4850000660

distance 0.332 · cross-district

#17 · Beedcell 4700000586

distance 0.333 · cross-district

#18 · Sanglicell 4930002248

distance 0.34 · 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":488,"cluster_id":4880001430}}}'

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.