Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004641

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

0.337

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004239

distance 0.337 · cross-district

#2 · Nandedcell 4850004861

distance 0.354

#3 · Nandedcell 4850004862

distance 0.368

#4 · Ahmednagarcell 4660001504

distance 0.405 · cross-district

#5 · Nandedcell 4850008618

distance 0.426

#6 · Ahmednagarcell 4660010624

distance 0.436 · cross-district

#7 · Yavatmalcell 5000006127

distance 0.448 · cross-district

#8 · Parbhanicell 4890001545

distance 0.457 · cross-district

#9 · Beedcell 4700008891

distance 0.462 · cross-district

#10 · Dhulecell 4740002990

distance 0.466 · cross-district

#11 · Parbhanicell 4890000806

distance 0.47 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003736

distance 0.473 · cross-district

#13 · Beedcell 4700007067

distance 0.475 · cross-district

#14 · Nashikcell 4870001146

distance 0.48 · cross-district

#15 · Nashikcell 4870004658

distance 0.481 · cross-district

#16 · Solapurcell 4960001349

distance 0.484 · cross-district

#17 · Yavatmalcell 5000001832

distance 0.485 · cross-district

#18 · Nandedcell 4850008660

distance 0.486

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":4850004641}}}'

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.