Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002919

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003236

distance 0.114

#2 · Parbhanicell 4890005006

distance 0.12 · cross-district

#3 · Hingolicell 4770003075

distance 0.138

#4 · Hingolicell 4770003155

distance 0.163

#5 · Parbhanicell 4890004449

distance 0.17 · cross-district

#6 · Parbhanicell 4890005202

distance 0.185 · cross-district

#7 · Hingolicell 4770003078

distance 0.188

#8 · Parbhanicell 4890005086

distance 0.188 · cross-district

#9 · Hingolicell 4770003148

distance 0.189

#10 · Hingolicell 4770003077

distance 0.192

#11 · Hingolicell 4770002915

distance 0.195

#12 · Hingolicell 4770002146

distance 0.196

#13 · Hingolicell 4770002840

distance 0.197

#14 · Parbhanicell 4890005123

distance 0.197 · cross-district

#15 · Hingolicell 4770003246

distance 0.198

#16 · Hingolicell 4770002996

distance 0.202

#17 · Parbhanicell 4890004293

distance 0.203 · cross-district

#18 · Hingolicell 4770002760

distance 0.204

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":4770002919}}}'

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.