Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000562

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 7 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 · Chhatrapati Sambhajinagarcell 4690002467

distance 0.197 · cross-district

#2 · Hingolicell 4770001649

distance 0.202

#3 · Washimcell 4990000291

distance 0.211 · cross-district

#4 · Hingolicell 4770003953

distance 0.222

#5 · Nandedcell 4850008063

distance 0.226 · cross-district

#6 · Hingolicell 4770001706

distance 0.229

#7 · Nandedcell 4850006966

distance 0.23 · cross-district

#8 · Nandedcell 4850002646

distance 0.232 · cross-district

#9 · Ahmednagarcell 4660011259

distance 0.234 · cross-district

#10 · Ahmednagarcell 4660011904

distance 0.235 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001400

distance 0.236 · cross-district

#12 · Ahmednagarcell 4660010596

distance 0.237 · cross-district

#13 · Hingolicell 4770000327

distance 0.238

#14 · Hingolicell 4770000892

distance 0.239

#15 · Hingolicell 4770000611

distance 0.241

#16 · Hingolicell 4770000811

distance 0.244

#17 · Dharashivcell 4880000077

distance 0.245 · cross-district

#18 · Chandrapurcell 4730001986

distance 0.245 · 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":4770000562}}}'

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.