Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003828

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003565

distance 0.122

#2 · Washimcell 4990000938

distance 0.136 · cross-district

#3 · Yavatmalcell 5000002497

distance 0.154 · cross-district

#4 · Yavatmalcell 5000004292

distance 0.155 · cross-district

#5 · Washimcell 4990003515

distance 0.16 · cross-district

#6 · Hingolicell 4770003729

distance 0.163

#7 · Washimcell 4990000766

distance 0.17 · cross-district

#8 · Hingolicell 4770001771

distance 0.171

#9 · Hingolicell 4770003620

distance 0.172

#10 · Dharashivcell 4880005999

distance 0.173 · cross-district

#11 · Washimcell 4990000858

distance 0.174 · cross-district

#12 · Washimcell 4990004065

distance 0.175 · cross-district

#13 · Washimcell 4990002729

distance 0.181 · cross-district

#14 · Washimcell 4990002592

distance 0.182 · cross-district

#15 · Washimcell 4990002951

distance 0.186 · cross-district

#16 · Washimcell 4990004098

distance 0.188 · cross-district

#17 · Washimcell 4990002419

distance 0.189 · cross-district

#18 · Washimcell 4990001124

distance 0.189 · 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":4770003828}}}'

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.