Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001798

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001797

distance 0.259

#2 · Hingolicell 4770000576

distance 0.35

#3 · Hingolicell 4770002933

distance 0.353

#4 · Sataracell 4940002738

distance 0.362 · cross-district

#5 · Buldhanacell 4720006979

distance 0.366 · cross-district

#6 · Hingolicell 4770002852

distance 0.371

#7 · Hingolicell 4770002193

distance 0.375

#8 · Sataracell 4940002849

distance 0.382 · cross-district

#9 · Hingolicell 4770000680

distance 0.382

#10 · Parbhanicell 4890003772

distance 0.384 · cross-district

#11 · Jalgaoncell 4780003839

distance 0.387 · cross-district

#12 · Sataracell 4940003530

distance 0.392 · cross-district

#13 · Amravaticell 4680001507

distance 0.393 · cross-district

#14 · Sataracell 4940002507

distance 0.393 · cross-district

#15 · Jalgaoncell 4780003950

distance 0.394 · cross-district

#16 · Akolacell 4670002483

distance 0.394 · cross-district

#17 · Hingolicell 4770003323

distance 0.395

#18 · Akolacell 4670001909

distance 0.395 · 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":4770001798}}}'

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.