Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003221

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

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004517

distance 0.162 · cross-district

#2 · Hingolicell 4770003053

distance 0.169

#3 · Hingolicell 4770003215

distance 0.197

#4 · Hingolicell 4770003217

distance 0.204

#5 · Parbhanicell 4890005480

distance 0.211 · cross-district

#6 · Buldhanacell 4720003749

distance 0.214 · cross-district

#7 · Hingolicell 4770003216

distance 0.216

#8 · Wardhacell 4980003107

distance 0.219 · cross-district

#9 · Buldhanacell 4720004887

distance 0.22 · cross-district

#10 · Hingolicell 4770003138

distance 0.225

#11 · Parbhanicell 4890005388

distance 0.232 · cross-district

#12 · Solapurcell 4960001269

distance 0.233 · cross-district

#13 · Parbhanicell 4890003193

distance 0.235 · cross-district

#14 · Amravaticell 4680003480

distance 0.236 · cross-district

#15 · Yavatmalcell 5000008909

distance 0.239 · cross-district

#16 · Buldhanacell 4720004518

distance 0.239 · cross-district

#17 · Buldhanacell 4720006244

distance 0.242 · cross-district

#18 · Jalgaoncell 4780004518

distance 0.242 · 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":4770003221}}}'

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.