Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002887

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002965

distance 0.093

#2 · Hingolicell 4770002133

distance 0.133

#3 · Hingolicell 4770002735

distance 0.151

#4 · Hingolicell 4770003509

distance 0.178

#5 · Parbhanicell 4890005050

distance 0.199 · cross-district

#6 · Hingolicell 4770003446

distance 0.207

#7 · Hingolicell 4770002872

distance 0.218

#8 · Hingolicell 4770002276

distance 0.221

#9 · Hingolicell 4770002601

distance 0.226

#10 · Hingolicell 4770000862

distance 0.229

#11 · Parbhanicell 4890005241

distance 0.236 · cross-district

#12 · Hingolicell 4770002611

distance 0.238

#13 · Hingolicell 4770001349

distance 0.241

#14 · Buldhanacell 4720003576

distance 0.244 · cross-district

#15 · Hingolicell 4770002211

distance 0.245

#16 · Buldhanacell 4720005853

distance 0.246 · cross-district

#17 · Washimcell 4990000621

distance 0.246 · cross-district

#18 · Chandrapurcell 4730001348

distance 0.249 · 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":4770002887}}}'

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.