Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002154

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001906

distance 0.233

#2 · Chhatrapati Sambhajinagarcell 4690007657

distance 0.252 · cross-district

#3 · Ahmednagarcell 4660006248

distance 0.267 · cross-district

#4 · Dhulecell 4740003244

distance 0.286 · cross-district

#5 · Dhulecell 4740001770

distance 0.291 · cross-district

#6 · Nandedcell 4850001031

distance 0.291

#7 · Nandedcell 4850001258

distance 0.295

#8 · Jalgaoncell 4780003895

distance 0.297 · cross-district

#9 · Washimcell 4990004220

distance 0.304 · cross-district

#10 · Dhulecell 4740001669

distance 0.306 · cross-district

#11 · Chandrapurcell 4730001131

distance 0.308 · cross-district

#12 · Jalgaoncell 4780002793

distance 0.312 · cross-district

#13 · Gondiacell 4760000597

distance 0.313 · cross-district

#14 · Amravaticell 4680007232

distance 0.321 · cross-district

#15 · Chandrapurcell 4730006952

distance 0.322 · cross-district

#16 · Washimcell 4990001191

distance 0.325 · cross-district

#17 · Jalgaoncell 4780002594

distance 0.326 · cross-district

#18 · Nashikcell 4870007816

distance 0.327 · 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":4850002154}}}'

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.