Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001786

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.381

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980004050

distance 0.381 · cross-district

#2 · Parbhanicell 4890005420

distance 0.394 · cross-district

#3 · Hingolicell 4770002902

distance 0.416

#4 · Hingolicell 4770002824

distance 0.426

#5 · Hingolicell 4770001901

distance 0.427

#6 · Sataracell 4940001459

distance 0.437 · cross-district

#7 · Hingolicell 4770002544

distance 0.481

#8 · Hingolicell 4770002751

distance 0.488

#9 · Jalnacell 4790001494

distance 0.523 · cross-district

#10 · Sataracell 4940003258

distance 0.537 · cross-district

#11 · Thanecell 4970003243

distance 0.539 · cross-district

#12 · Jalnacell 4790001418

distance 0.566 · cross-district

#13 · Solapurcell 4960010903

distance 0.577 · cross-district

#14 · Buldhanacell 4720001249

distance 0.582 · cross-district

#15 · Laturcell 4810003190

distance 0.585 · cross-district

#16 · Nagpurcell 4840006727

distance 0.586 · cross-district

#17 · Jalnacell 4790001967

distance 0.605 · cross-district

#18 · Buldhanacell 4720005718

distance 0.608 · 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":4770001786}}}'

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.