Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000464

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000518

distance 0.201

#2 · Yavatmalcell 5000001713

distance 0.222 · cross-district

#3 · Hingolicell 4770001596

distance 0.239

#4 · Washimcell 4990002634

distance 0.248 · cross-district

#5 · Yavatmalcell 5000001172

distance 0.266 · cross-district

#6 · Hingolicell 4770001246

distance 0.266

#7 · Yavatmalcell 5000002374

distance 0.269 · cross-district

#8 · Amravaticell 4680010361

distance 0.27 · cross-district

#9 · Nandedcell 4850007197

distance 0.274 · cross-district

#10 · Beedcell 4700002109

distance 0.275 · cross-district

#11 · Nandedcell 4850007824

distance 0.281 · cross-district

#12 · Hingolicell 4770001366

distance 0.282

#13 · Yavatmalcell 5000004291

distance 0.288 · cross-district

#14 · Nandedcell 4850007458

distance 0.29 · cross-district

#15 · Hingolicell 4770000623

distance 0.292

#16 · Yavatmalcell 5000002638

distance 0.293 · cross-district

#17 · Yavatmalcell 5000001891

distance 0.294 · cross-district

#18 · Nandedcell 4850006894

distance 0.295 · 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":4770000464}}}'

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.