Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008969

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008967

distance 0.097

#2 · Yavatmalcell 5000005720

distance 0.105 · cross-district

#3 · Nandedcell 4850008971

distance 0.111

#4 · Nandedcell 4850009011

distance 0.116

#5 · Yavatmalcell 5000005886

distance 0.117 · cross-district

#6 · Yavatmalcell 5000005729

distance 0.117 · cross-district

#7 · Nandedcell 4850009006

distance 0.118

#8 · Yavatmalcell 5000005058

distance 0.121 · cross-district

#9 · Yavatmalcell 5000006197

distance 0.127 · cross-district

#10 · Yavatmalcell 5000004891

distance 0.133 · cross-district

#11 · Yavatmalcell 5000010513

distance 0.134 · cross-district

#12 · Yavatmalcell 5000003825

distance 0.135 · cross-district

#13 · Nandedcell 4850008997

distance 0.136

#14 · Nandedcell 4850009037

distance 0.137

#15 · Yavatmalcell 5000010596

distance 0.137 · cross-district

#16 · Amravaticell 4680001884

distance 0.138 · cross-district

#17 · Nandedcell 4850009029

distance 0.138

#18 · Yavatmalcell 5000004714

distance 0.139 · 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":4850008969}}}'

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.