Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000522

The MH-36 locality cells most similar to this Hingoli 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

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001007

distance 0.112

#2 · Washimcell 4990003464

distance 0.132 · cross-district

#3 · Amravaticell 4680010593

distance 0.133 · cross-district

#4 · Amravaticell 4680010498

distance 0.135 · cross-district

#5 · Washimcell 4990003521

distance 0.139 · cross-district

#6 · Nandedcell 4850006593

distance 0.139 · cross-district

#7 · Yavatmalcell 5000001488

distance 0.141 · cross-district

#8 · Washimcell 4990003517

distance 0.144 · cross-district

#9 · Amravaticell 4680010594

distance 0.145 · cross-district

#10 · Nandedcell 4850006736

distance 0.148 · cross-district

#11 · Washimcell 4990003465

distance 0.153 · cross-district

#12 · Hingolicell 4770000886

distance 0.154

#13 · Amravaticell 4680010357

distance 0.154 · cross-district

#14 · Hingolicell 4770000887

distance 0.155

#15 · Yavatmalcell 5000001140

distance 0.158 · cross-district

#16 · Amravaticell 4680010592

distance 0.159 · cross-district

#17 · Washimcell 4990003403

distance 0.16 · cross-district

#18 · Nandedcell 4850006820

distance 0.162 · 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":477,"cluster_id":4770000522}}}'

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.