Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001017

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003398

distance 0.187 · cross-district

#2 · Yavatmalcell 5000001504

distance 0.205 · cross-district

#3 · Washimcell 4990000926

distance 0.221 · cross-district

#4 · Yavatmalcell 5000002940

distance 0.224 · cross-district

#5 · Nandedcell 4850006598

distance 0.235 · cross-district

#6 · Hingolicell 4770000520

distance 0.235

#7 · Nandedcell 4850002369

distance 0.241 · cross-district

#8 · Yavatmalcell 5000010629

distance 0.248 · cross-district

#9 · Hingolicell 4770001299

distance 0.249

#10 · Hingolicell 4770003996

distance 0.25

#11 · Yavatmalcell 5000001503

distance 0.25 · cross-district

#12 · Hingolicell 4770001440

distance 0.254

#13 · Washimcell 4990003721

distance 0.256 · cross-district

#14 · Nandedcell 4850000690

distance 0.258 · cross-district

#15 · Nandedcell 4850001881

distance 0.259 · cross-district

#16 · Washimcell 4990002813

distance 0.259 · cross-district

#17 · Washimcell 4990003339

distance 0.26 · cross-district

#18 · Nandedcell 4850006600

distance 0.261 · 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":4770001017}}}'

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.