Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004667

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.324

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004884

distance 0.324

#2 · Beedcell 4700001024

distance 0.324 · cross-district

#3 · Dhulecell 4740000870

distance 0.333 · cross-district

#4 · Nandedcell 4850003512

distance 0.333

#5 · Jalgaoncell 4780005744

distance 0.347 · cross-district

#6 · Beedcell 4700002728

distance 0.364 · cross-district

#7 · Buldhanacell 4720000817

distance 0.366 · cross-district

#8 · Yavatmalcell 5000008831

distance 0.37 · cross-district

#9 · Nagpurcell 4840003297

distance 0.373 · cross-district

#10 · Jalgaoncell 4780007830

distance 0.383 · cross-district

#11 · Kolhapurcell 4800004414

distance 0.388 · cross-district

#12 · Nandedcell 4850004737

distance 0.399

#13 · Nandedcell 4850007947

distance 0.4

#14 · Akolacell 4670002000

distance 0.4 · cross-district

#15 · Nandedcell 4850005264

distance 0.401

#16 · Ahmednagarcell 4660004316

distance 0.401 · cross-district

#17 · Solapurcell 4960002859

distance 0.401 · cross-district

#18 · Nashikcell 4870011098

distance 0.402 · 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":4850004667}}}'

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.