Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000554

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.328

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003350

distance 0.328 · cross-district

#2 · Ahmednagarcell 4660011256

distance 0.33 · cross-district

#3 · Nagpurcell 4840000943

distance 0.353 · cross-district

#4 · Jalgaoncell 4780005727

distance 0.355 · cross-district

#5 · Jalgaoncell 4780008286

distance 0.358 · cross-district

#6 · Ahmednagarcell 4660009073

distance 0.369 · cross-district

#7 · Washimcell 4990003410

distance 0.37 · cross-district

#8 · Beedcell 4700000986

distance 0.377 · cross-district

#9 · Nagpurcell 4840002424

distance 0.382 · cross-district

#10 · Nashikcell 4870010453

distance 0.385 · cross-district

#11 · Kolhapurcell 4800003869

distance 0.388 · cross-district

#12 · Punecell 4900006285

distance 0.389 · cross-district

#13 · Jalgaoncell 4780007603

distance 0.39 · cross-district

#14 · Nashikcell 4870003827

distance 0.39 · cross-district

#15 · Ahmednagarcell 4660011578

distance 0.393 · cross-district

#16 · Beedcell 4700001583

distance 0.395 · cross-district

#17 · Beedcell 4700000857

distance 0.398 · cross-district

#18 · Punecell 4900007142

distance 0.401 · 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":4770000554}}}'

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.