Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008980

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850009046

distance 0.106

#2 · Nandedcell 4850008976

distance 0.116

#3 · Yavatmalcell 5000002680

distance 0.118 · cross-district

#4 · Chandrapurcell 4730008137

distance 0.122 · cross-district

#5 · Nandedcell 4850008983

distance 0.123

#6 · Yavatmalcell 5000011090

distance 0.13 · cross-district

#7 · Yavatmalcell 5000009327

distance 0.133 · cross-district

#8 · Yavatmalcell 5000011164

distance 0.133 · cross-district

#9 · Wardhacell 4980001157

distance 0.134 · cross-district

#10 · Yavatmalcell 5000003907

distance 0.136 · cross-district

#11 · Nandedcell 4850008972

distance 0.136

#12 · Wardhacell 4980002390

distance 0.137 · cross-district

#13 · Yavatmalcell 5000010687

distance 0.138 · cross-district

#14 · Yavatmalcell 5000004744

distance 0.14 · cross-district

#15 · Wardhacell 4980004289

distance 0.14 · cross-district

#16 · Wardhacell 4980004756

distance 0.14 · cross-district

#17 · Yavatmalcell 5000011041

distance 0.14 · cross-district

#18 · Amravaticell 4680002099

distance 0.14 · 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":4850008980}}}'

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.