Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001665

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001521

distance 0.228 · cross-district

#2 · Hingolicell 4770001204

distance 0.249

#3 · Jalnacell 4790000246

distance 0.251 · cross-district

#4 · Amravaticell 4680010306

distance 0.252 · cross-district

#5 · Hingolicell 4770001774

distance 0.254

#6 · Jalnacell 4790001306

distance 0.259 · cross-district

#7 · Akolacell 4670002013

distance 0.26 · cross-district

#8 · Nandedcell 4850004623

distance 0.263 · cross-district

#9 · Yavatmalcell 5000000724

distance 0.264 · cross-district

#10 · Hingolicell 4770001439

distance 0.265

#11 · Washimcell 4990001765

distance 0.274 · cross-district

#12 · Jalnacell 4790001379

distance 0.276 · cross-district

#13 · Nashikcell 4870011473

distance 0.276 · cross-district

#14 · Nandedcell 4850007527

distance 0.276 · cross-district

#15 · Nashikcell 4870008390

distance 0.277 · cross-district

#16 · Akolacell 4670001357

distance 0.278 · cross-district

#17 · Nashikcell 4870008540

distance 0.28 · cross-district

#18 · Hingolicell 4770002076

distance 0.281

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":4770001665}}}'

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.