Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003962

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

0.329

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005221

distance 0.329 · cross-district

#2 · Bhandaracell 4710000559

distance 0.329 · cross-district

#3 · Akolacell 4670003562

distance 0.33 · cross-district

#4 · Bhandaracell 4710000926

distance 0.334 · cross-district

#5 · Laturcell 4810004874

distance 0.334 · cross-district

#6 · Hingolicell 4770003997

distance 0.349

#7 · Hingolicell 4770000912

distance 0.356

#8 · Bhandaracell 4710000997

distance 0.36 · cross-district

#9 · Parbhanicell 4890003413

distance 0.362 · cross-district

#10 · Laturcell 4810003980

distance 0.364 · cross-district

#11 · Laturcell 4810004672

distance 0.366 · cross-district

#12 · Laturcell 4810005456

distance 0.368 · cross-district

#13 · Parbhanicell 4890003267

distance 0.375 · cross-district

#14 · Hingolicell 4770001507

distance 0.375

#15 · Laturcell 4810004665

distance 0.379 · cross-district

#16 · Bhandaracell 4710000857

distance 0.38 · cross-district

#17 · Bhandaracell 4710000924

distance 0.382 · cross-district

#18 · Bhandaracell 4710000889

distance 0.384 · 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":4770003962}}}'

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.