Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003050

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002894

distance 0.203

#2 · Parbhanicell 4890005447

distance 0.233 · cross-district

#3 · Dharashivcell 4880000840

distance 0.239 · cross-district

#4 · Nandedcell 4850003203

distance 0.245 · cross-district

#5 · Jalnacell 4790001254

distance 0.246 · cross-district

#6 · Beedcell 4700007269

distance 0.252 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000729

distance 0.252 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000788

distance 0.254 · cross-district

#9 · Washimcell 4990001190

distance 0.255 · cross-district

#10 · Yavatmalcell 5000003620

distance 0.271 · cross-district

#11 · Jalnacell 4790003900

distance 0.272 · cross-district

#12 · Dharashivcell 4880000841

distance 0.275 · cross-district

#13 · Jalnacell 4790001646

distance 0.276 · cross-district

#14 · Amravaticell 4680007387

distance 0.277 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000781

distance 0.28 · cross-district

#16 · Beedcell 4700004820

distance 0.287 · cross-district

#17 · Buldhanacell 4720004877

distance 0.292 · cross-district

#18 · Dharashivcell 4880006015

distance 0.292 · 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":4770003050}}}'

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.