Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003127

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002602

distance 0.197

#2 · Hingolicell 4770002465

distance 0.219

#3 · Hingolicell 4770003294

distance 0.237

#4 · Hingolicell 4770002467

distance 0.28

#5 · Parbhanicell 4890005318

distance 0.281 · cross-district

#6 · Hingolicell 4770002827

distance 0.281

#7 · Hingolicell 4770002979

distance 0.291

#8 · Hingolicell 4770002671

distance 0.294

#9 · Hingolicell 4770002896

distance 0.294

#10 · Hingolicell 4770002736

distance 0.297

#11 · Hingolicell 4770002967

distance 0.299

#12 · Hingolicell 4770001732

distance 0.299

#13 · Parbhanicell 4890005447

distance 0.3 · cross-district

#14 · Hingolicell 4770002670

distance 0.303

#15 · Parbhanicell 4890005417

distance 0.307 · cross-district

#16 · Hingolicell 4770003050

distance 0.308

#17 · Chhatrapati Sambhajinagarcell 4690002407

distance 0.309 · cross-district

#18 · Hingolicell 4770001730

distance 0.314

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":4770003127}}}'

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.