Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002385

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.296

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002892

distance 0.296

#2 · Hingolicell 4770003441

distance 0.312

#3 · Hingolicell 4770003294

distance 0.314

#4 · Hingolicell 4770003049

distance 0.32

#5 · Nagpurcell 4840001743

distance 0.327 · cross-district

#6 · Hingolicell 4770002893

distance 0.332

#7 · Sataracell 4940005572

distance 0.336 · cross-district

#8 · Parbhanicell 4890003001

distance 0.342 · cross-district

#9 · Nagpurcell 4840005828

distance 0.348 · cross-district

#10 · Yavatmalcell 5000002112

distance 0.35 · cross-district

#11 · Hingolicell 4770001788

distance 0.351

#12 · Parbhanicell 4890001708

distance 0.351 · cross-district

#13 · Nagpurcell 4840004541

distance 0.353 · cross-district

#14 · Kolhapurcell 4800003750

distance 0.358 · cross-district

#15 · Akolacell 4670001781

distance 0.361 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004836

distance 0.362 · cross-district

#17 · Beedcell 4700007162

distance 0.362 · cross-district

#18 · Buldhanacell 4720007945

distance 0.364 · 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":4770002385}}}'

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.