Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850009028

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003291

distance 0.123 · cross-district

#2 · Yavatmalcell 5000005874

distance 0.126 · cross-district

#3 · Nandedcell 4850008962

distance 0.131

#4 · Nandedcell 4850009029

distance 0.135

#5 · Yavatmalcell 5000004185

distance 0.137 · cross-district

#6 · Nandedcell 4850009006

distance 0.137

#7 · Yavatmalcell 5000003825

distance 0.144 · cross-district

#8 · Nandedcell 4850008971

distance 0.157

#9 · Yavatmalcell 5000005884

distance 0.16 · cross-district

#10 · Nandedcell 4850008997

distance 0.16

#11 · Wardhacell 4980004005

distance 0.165 · cross-district

#12 · Yavatmalcell 5000005227

distance 0.165 · cross-district

#13 · Yavatmalcell 5000006695

distance 0.166 · cross-district

#14 · Yavatmalcell 5000005881

distance 0.167 · cross-district

#15 · Amravaticell 4680001481

distance 0.17 · cross-district

#16 · Chandrapurcell 4730005183

distance 0.171 · cross-district

#17 · Yavatmalcell 5000011241

distance 0.172 · cross-district

#18 · Yavatmalcell 5000004004

distance 0.173 · 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":4850009028}}}'

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.