Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002182

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002387

distance 0.128

#2 · Hingolicell 4770001868

distance 0.155

#3 · Hingolicell 4770002791

distance 0.179

#4 · Hingolicell 4770002319

distance 0.195

#5 · Hingolicell 4770002051

distance 0.196

#6 · Hingolicell 4770003436

distance 0.197

#7 · Amravaticell 4680002043

distance 0.201 · cross-district

#8 · Hingolicell 4770003487

distance 0.206

#9 · Hingolicell 4770002655

distance 0.208

#10 · Hingolicell 4770000531

distance 0.211

#11 · Hingolicell 4770002660

distance 0.212

#12 · Hingolicell 4770002715

distance 0.217

#13 · Akolacell 4670002515

distance 0.219 · cross-district

#14 · Akolacell 4670004648

distance 0.221 · cross-district

#15 · Hingolicell 4770003418

distance 0.223

#16 · Buldhanacell 4720008027

distance 0.223 · cross-district

#17 · Amravaticell 4680004305

distance 0.224 · cross-district

#18 · Amravaticell 4680004220

distance 0.224 · 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":4770002182}}}'

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.