Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002609

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.404

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002610

distance 0.404

#2 · Hingolicell 4770002980

distance 0.446

#3 · Solapurcell 4960011950

distance 0.456 · cross-district

#4 · Parbhanicell 4890005423

distance 0.456 · cross-district

#5 · Hingolicell 4770002677

distance 0.467

#6 · Hingolicell 4770002669

distance 0.474

#7 · Hingolicell 4770001621

distance 0.477

#8 · Punecell 4900002947

distance 0.479 · cross-district

#9 · Hingolicell 4770002976

distance 0.479

#10 · Hingolicell 4770002608

distance 0.482

#11 · Yavatmalcell 5000011441

distance 0.485 · cross-district

#12 · Hingolicell 4770002815

distance 0.488

#13 · Sataracell 4940002586

distance 0.49 · cross-district

#14 · Jalnacell 4790001210

distance 0.491 · cross-district

#15 · Hingolicell 4770002823

distance 0.501

#16 · Nagpurcell 4840007681

distance 0.505 · cross-district

#17 · Jalgaoncell 4780002792

distance 0.505 · cross-district

#18 · Yavatmalcell 5000006616

distance 0.507 · 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":4770002609}}}'

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.