Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002823

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002976

distance 0.236

#2 · Parbhanicell 4890005450

distance 0.25 · cross-district

#3 · Hingolicell 4770002815

distance 0.251

#4 · Jalnacell 4790006500

distance 0.256 · cross-district

#5 · Hingolicell 4770002607

distance 0.263

#6 · Hingolicell 4770002610

distance 0.263

#7 · Hingolicell 4770002898

distance 0.268

#8 · Hingolicell 4770002738

distance 0.272

#9 · Parbhanicell 4890005422

distance 0.274 · cross-district

#10 · Nagpurcell 4840007959

distance 0.28 · cross-district

#11 · Hingolicell 4770001731

distance 0.282

#12 · Nagpurcell 4840007611

distance 0.285 · cross-district

#13 · Hingolicell 4770002669

distance 0.285

#14 · Parbhanicell 4890005423

distance 0.286 · cross-district

#15 · Parbhanicell 4890005436

distance 0.291 · cross-district

#16 · Amravaticell 4680000881

distance 0.3 · cross-district

#17 · Hingolicell 4770001621

distance 0.302

#18 · Hingolicell 4770002814

distance 0.302

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":4770002823}}}'

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.