Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003883

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

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000758

distance 0.103 · cross-district

#2 · Washimcell 4990001193

distance 0.116 · cross-district

#3 · Hingolicell 4770003948

distance 0.123

#4 · Washimcell 4990001748

distance 0.127 · cross-district

#5 · Washimcell 4990000282

distance 0.127 · cross-district

#6 · Washimcell 4990000829

distance 0.131 · cross-district

#7 · Washimcell 4990002953

distance 0.133 · cross-district

#8 · Washimcell 4990001959

distance 0.141 · cross-district

#9 · Washimcell 4990002301

distance 0.151 · cross-district

#10 · Washimcell 4990001773

distance 0.155 · cross-district

#11 · Washimcell 4990002951

distance 0.157 · cross-district

#12 · Washimcell 4990003792

distance 0.159 · cross-district

#13 · Washimcell 4990001789

distance 0.161 · cross-district

#14 · Washimcell 4990001189

distance 0.162 · cross-district

#15 · Beedcell 4700004130

distance 0.163 · cross-district

#16 · Washimcell 4990002490

distance 0.165 · cross-district

#17 · Washimcell 4990003261

distance 0.166 · cross-district

#18 · Washimcell 4990002128

distance 0.166 · 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":4770003883}}}'

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.