Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000628

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

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003977

distance 0.264 · cross-district

#2 · Parbhanicell 4890002603

distance 0.269 · cross-district

#3 · Hingolicell 4770002252

distance 0.274

#4 · Parbhanicell 4890003699

distance 0.274 · cross-district

#5 · Jalnacell 4790001744

distance 0.274 · cross-district

#6 · Parbhanicell 4890003769

distance 0.276 · cross-district

#7 · Akolacell 4670000569

distance 0.277 · cross-district

#8 · Hingolicell 4770000976

distance 0.281

#9 · Hingolicell 4770002795

distance 0.286

#10 · Akolacell 4670002370

distance 0.286 · cross-district

#11 · Hingolicell 4770000165

distance 0.287

#12 · Parbhanicell 4890002955

distance 0.288 · cross-district

#13 · Beedcell 4700005293

distance 0.292 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002310

distance 0.293 · cross-district

#15 · Parbhanicell 4890003701

distance 0.293 · cross-district

#16 · Parbhanicell 4890003823

distance 0.295 · cross-district

#17 · Buldhanacell 4720007400

distance 0.297 · cross-district

#18 · Parbhanicell 4890001792

distance 0.298 · 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":4770000628}}}'

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.