Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002379

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.31

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002378

distance 0.31

#2 · Amravaticell 4680001509

distance 0.329 · cross-district

#3 · Hingolicell 4770003359

distance 0.337

#4 · Akolacell 4670001992

distance 0.351 · cross-district

#5 · Washimcell 4990003410

distance 0.354 · cross-district

#6 · Nashikcell 4870011185

distance 0.355 · cross-district

#7 · Amravaticell 4680003085

distance 0.366 · cross-district

#8 · Amravaticell 4680002630

distance 0.368 · cross-district

#9 · Akolacell 4670002168

distance 0.375 · cross-district

#10 · Nagpurcell 4840006460

distance 0.376 · cross-district

#11 · Nagpurcell 4840002513

distance 0.383 · cross-district

#12 · Akolacell 4670003443

distance 0.383 · cross-district

#13 · Jalnacell 4790002315

distance 0.386 · cross-district

#14 · Akolacell 4670002308

distance 0.388 · cross-district

#15 · Jalgaoncell 4780006208

distance 0.388 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003900

distance 0.39 · cross-district

#17 · Jalgaoncell 4780006671

distance 0.394 · cross-district

#18 · Amravaticell 4680002589

distance 0.394 · 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":4770002379}}}'

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.