Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003293

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

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720008061

distance 0.241 · cross-district

#2 · Hingolicell 4770002965

distance 0.245

#3 · Hingolicell 4770002276

distance 0.248

#4 · Buldhanacell 4720003383

distance 0.249 · cross-district

#5 · Hingolicell 4770001622

distance 0.252

#6 · Hingolicell 4770000861

distance 0.257

#7 · Hingolicell 4770002275

distance 0.259

#8 · Hingolicell 4770002211

distance 0.269

#9 · Parbhanicell 4890005347

distance 0.27 · cross-district

#10 · Hingolicell 4770002887

distance 0.281

#11 · Akolacell 4670000654

distance 0.289 · cross-district

#12 · Parbhanicell 4890005208

distance 0.29 · cross-district

#13 · Parbhanicell 4890005050

distance 0.293 · cross-district

#14 · Chandrapurcell 4730002068

distance 0.294 · cross-district

#15 · Buldhanacell 4720005869

distance 0.294 · cross-district

#16 · Chandrapurcell 4730002596

distance 0.295 · cross-district

#17 · Parbhanicell 4890004922

distance 0.296 · cross-district

#18 · Hingolicell 4770001522

distance 0.297

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":4770003293}}}'

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.