Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007880

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007994

distance 0.271

#2 · Jalgaoncell 4780004070

distance 0.271 · cross-district

#3 · Yavatmalcell 5000005710

distance 0.282 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690004140

distance 0.292 · cross-district

#5 · Washimcell 4990003543

distance 0.293 · cross-district

#6 · Dhulecell 4740005674

distance 0.293 · cross-district

#7 · Nandedcell 4850000844

distance 0.294

#8 · Jalnacell 4790000408

distance 0.298 · cross-district

#9 · Chandrapurcell 4730004422

distance 0.299 · cross-district

#10 · Ahmednagarcell 4660010754

distance 0.301 · cross-district

#11 · Nashikcell 4870001860

distance 0.301 · cross-district

#12 · Ahmednagarcell 4660006250

distance 0.303 · cross-district

#13 · Nashikcell 4870006964

distance 0.303 · cross-district

#14 · Nandedcell 4850000943

distance 0.304

#15 · Washimcell 4990002153

distance 0.308 · cross-district

#16 · Jalnacell 4790001320

distance 0.312 · cross-district

#17 · Dharashivcell 4880004363

distance 0.313 · cross-district

#18 · Laturcell 4810003988

distance 0.317 · 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":4850007880}}}'

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.