Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001265

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004077

distance 0.281 · cross-district

#2 · Nandedcell 4850003012

distance 0.282 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690005567

distance 0.315 · cross-district

#4 · Hingolicell 4770001614

distance 0.316

#5 · Laturcell 4810001727

distance 0.324 · cross-district

#6 · Nandedcell 4850002554

distance 0.338 · cross-district

#7 · Buldhanacell 4720004387

distance 0.341 · cross-district

#8 · Hingolicell 4770001488

distance 0.345

#9 · Hingolicell 4770003762

distance 0.348

#10 · Akolacell 4670000972

distance 0.348 · cross-district

#11 · Jalgaoncell 4780001651

distance 0.351 · cross-district

#12 · Beedcell 4700001478

distance 0.354 · cross-district

#13 · Solapurcell 4960005092

distance 0.359 · cross-district

#14 · Yavatmalcell 5000000922

distance 0.367 · cross-district

#15 · Jalgaoncell 4780006454

distance 0.372 · cross-district

#16 · Parbhanicell 4890003225

distance 0.377 · cross-district

#17 · Yavatmalcell 5000001339

distance 0.383 · cross-district

#18 · Dharashivcell 4880003102

distance 0.387 · 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":4770001265}}}'

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.