Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001299

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002738

distance 0.237 · cross-district

#2 · Hingolicell 4770001017

distance 0.249

#3 · Hingolicell 4770000191

distance 0.258

#4 · Nandedcell 4850007714

distance 0.272 · cross-district

#5 · Yavatmalcell 5000002259

distance 0.273 · cross-district

#6 · Nandedcell 4850002369

distance 0.276 · cross-district

#7 · Washimcell 4990002847

distance 0.278 · cross-district

#8 · Nandedcell 4850001298

distance 0.285 · cross-district

#9 · Yavatmalcell 5000001626

distance 0.287 · cross-district

#10 · Washimcell 4990001573

distance 0.287 · cross-district

#11 · Hingolicell 4770001015

distance 0.289

#12 · Washimcell 4990000302

distance 0.29 · cross-district

#13 · Washimcell 4990000465

distance 0.29 · cross-district

#14 · Washimcell 4990003226

distance 0.296 · cross-district

#15 · Nandedcell 4850002386

distance 0.297 · cross-district

#16 · Hingolicell 4770003996

distance 0.298

#17 · Beedcell 4700000532

distance 0.301 · cross-district

#18 · Hingolicell 4770003976

distance 0.301

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":4770001299}}}'

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.