Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003909

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000655

distance 0.063 · cross-district

#2 · Washimcell 4990000735

distance 0.064 · cross-district

#3 · Washimcell 4990000280

distance 0.067 · cross-district

#4 · Washimcell 4990000581

distance 0.07 · cross-district

#5 · Washimcell 4990000739

distance 0.076 · cross-district

#6 · Washimcell 4990000980

distance 0.078 · cross-district

#7 · Washimcell 4990000813

distance 0.078 · cross-district

#8 · Buldhanacell 4720001064

distance 0.081 · cross-district

#9 · Hingolicell 4770003832

distance 0.083

#10 · Washimcell 4990000657

distance 0.084 · cross-district

#11 · Hingolicell 4770003872

distance 0.086

#12 · Washimcell 4990000432

distance 0.087 · cross-district

#13 · Washimcell 4990000324

distance 0.087 · cross-district

#14 · Washimcell 4990000030

distance 0.088 · cross-district

#15 · Washimcell 4990000507

distance 0.088 · cross-district

#16 · Washimcell 4990000565

distance 0.09 · cross-district

#17 · Washimcell 4990000718

distance 0.09 · cross-district

#18 · Washimcell 4990000733

distance 0.09 · 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":4770003909}}}'

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.