Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008965

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

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008972

distance 0.064

#2 · Yavatmalcell 5000005236

distance 0.081 · cross-district

#3 · Yavatmalcell 5000003653

distance 0.086 · cross-district

#4 · Yavatmalcell 5000004007

distance 0.093 · cross-district

#5 · Yavatmalcell 5000005231

distance 0.094 · cross-district

#6 · Yavatmalcell 5000003654

distance 0.098 · cross-district

#7 · Nandedcell 4850008976

distance 0.098

#8 · Yavatmalcell 5000005725

distance 0.101 · cross-district

#9 · Yavatmalcell 5000006169

distance 0.108 · cross-district

#10 · Yavatmalcell 5000004884

distance 0.109 · cross-district

#11 · Yavatmalcell 5000006168

distance 0.113 · cross-district

#12 · Nandedcell 4850008983

distance 0.126

#13 · Yavatmalcell 5000005228

distance 0.126 · cross-district

#14 · Amravaticell 4680002099

distance 0.13 · cross-district

#15 · Yavatmalcell 5000011227

distance 0.13 · cross-district

#16 · Yavatmalcell 5000006026

distance 0.132 · cross-district

#17 · Yavatmalcell 5000006030

distance 0.132 · cross-district

#18 · Yavatmalcell 5000004891

distance 0.132 · 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":4850008965}}}'

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.