Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003433

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003042

distance 0.136

#2 · Hingolicell 4770001931

distance 0.151

#3 · Hingolicell 4770002053

distance 0.17

#4 · Hingolicell 4770003361

distance 0.181

#5 · Hingolicell 4770002187

distance 0.181

#6 · Washimcell 4990004313

distance 0.217 · cross-district

#7 · Hingolicell 4770002523

distance 0.225

#8 · Hingolicell 4770001926

distance 0.225

#9 · Hingolicell 4770003029

distance 0.232

#10 · Washimcell 4990004403

distance 0.234 · cross-district

#11 · Buldhanacell 4720008105

distance 0.236 · cross-district

#12 · Hingolicell 4770003045

distance 0.238

#13 · Hingolicell 4770001870

distance 0.241

#14 · Hingolicell 4770002454

distance 0.242

#15 · Amravaticell 4680008946

distance 0.243 · cross-district

#16 · Hingolicell 4770002706

distance 0.244

#17 · Hingolicell 4770002248

distance 0.245

#18 · Hingolicell 4770001810

distance 0.246

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":4770003433}}}'

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.