Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000252

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

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001597

distance 0.27 · cross-district

#2 · Parbhanicell 4890000527

distance 0.273 · cross-district

#3 · Parbhanicell 4890000697

distance 0.299 · cross-district

#4 · Laturcell 4810002696

distance 0.308 · cross-district

#5 · Washimcell 4990001381

distance 0.309 · cross-district

#6 · Buldhanacell 4720001715

distance 0.313 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002016

distance 0.316 · cross-district

#8 · Nandedcell 4850004924

distance 0.316 · cross-district

#9 · Dharashivcell 4880003134

distance 0.317 · cross-district

#10 · Washimcell 4990002513

distance 0.321 · cross-district

#11 · Sanglicell 4930000228

distance 0.322 · cross-district

#12 · Ahmednagarcell 4660009411

distance 0.324 · cross-district

#13 · Beedcell 4700001288

distance 0.325 · cross-district

#14 · Hingolicell 4770000136

distance 0.326

#15 · Parbhanicell 4890003856

distance 0.327 · cross-district

#16 · Beedcell 4700001221

distance 0.331 · cross-district

#17 · Washimcell 4990002432

distance 0.332 · cross-district

#18 · Beedcell 4700002187

distance 0.332 · 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":4770000252}}}'

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.