Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003382

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005165

distance 0.068 · cross-district

#2 · Hingolicell 4770003452

distance 0.069

#3 · Hingolicell 4770003388

distance 0.076

#4 · Hingolicell 4770002840

distance 0.095

#5 · Parbhanicell 4890005164

distance 0.105 · cross-district

#6 · Parbhanicell 4890005224

distance 0.109 · cross-district

#7 · Hingolicell 4770003077

distance 0.114

#8 · Hingolicell 4770003078

distance 0.116

#9 · Hingolicell 4770003384

distance 0.116

#10 · Hingolicell 4770003314

distance 0.119

#11 · Hingolicell 4770003375

distance 0.122

#12 · Hingolicell 4770003241

distance 0.122

#13 · Hingolicell 4770003160

distance 0.127

#14 · Parbhanicell 4890005265

distance 0.127 · cross-district

#15 · Parbhanicell 4890005167

distance 0.128 · cross-district

#16 · Parbhanicell 4890005082

distance 0.129 · cross-district

#17 · Hingolicell 4770002996

distance 0.129

#18 · Parbhanicell 4890005162

distance 0.131 · 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":4770003382}}}'

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.