Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003791

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

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003793

distance 0.072

#2 · Washimcell 4990000100

distance 0.086 · cross-district

#3 · Buldhanacell 4720001414

distance 0.087 · cross-district

#4 · Hingolicell 4770003790

distance 0.091

#5 · Washimcell 4990000574

distance 0.091 · cross-district

#6 · Hingolicell 4770003744

distance 0.094

#7 · Washimcell 4990000080

distance 0.105 · cross-district

#8 · Hingolicell 4770003869

distance 0.11

#9 · Hingolicell 4770003692

distance 0.11

#10 · Buldhanacell 4720000117

distance 0.115 · cross-district

#11 · Washimcell 4990000062

distance 0.115 · cross-district

#12 · Hingolicell 4770003639

distance 0.116

#13 · Hingolicell 4770003743

distance 0.118

#14 · Washimcell 4990000234

distance 0.121 · cross-district

#15 · Buldhanacell 4720001128

distance 0.123 · cross-district

#16 · Washimcell 4990000132

distance 0.124 · cross-district

#17 · Hingolicell 4770003745

distance 0.125

#18 · Washimcell 4990000036

distance 0.127 · 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":4770003791}}}'

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.