Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770004029

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.291

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004797

distance 0.291 · cross-district

#2 · Yavatmalcell 5000004116

distance 0.301 · cross-district

#3 · Nandedcell 4850000621

distance 0.312 · cross-district

#4 · Buldhanacell 4720001723

distance 0.328 · cross-district

#5 · Yavatmalcell 5000011015

distance 0.329 · cross-district

#6 · Buldhanacell 4720005172

distance 0.334 · cross-district

#7 · Yavatmalcell 5000004186

distance 0.344 · cross-district

#8 · Yavatmalcell 5000011580

distance 0.349 · cross-district

#9 · Dharashivcell 4880001075

distance 0.364 · cross-district

#10 · Buldhanacell 4720001978

distance 0.366 · cross-district

#11 · Akolacell 4670003739

distance 0.371 · cross-district

#12 · Beedcell 4700005212

distance 0.393 · cross-district

#13 · Beedcell 4700001007

distance 0.396 · cross-district

#14 · Buldhanacell 4720001915

distance 0.398 · cross-district

#15 · Beedcell 4700005741

distance 0.413 · cross-district

#16 · Beedcell 4700002439

distance 0.417 · cross-district

#17 · Nandedcell 4850001685

distance 0.417 · cross-district

#18 · Buldhanacell 4720003793

distance 0.417 · 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":4770004029}}}'

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.