Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002974

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004379

distance 0.206 · cross-district

#2 · Amravaticell 4680001994

distance 0.22 · cross-district

#3 · Hingolicell 4770001563

distance 0.227

#4 · Jalgaoncell 4780002578

distance 0.227 · cross-district

#5 · Akolacell 4670001337

distance 0.239 · cross-district

#6 · Akolacell 4670001611

distance 0.242 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000432

distance 0.244 · cross-district

#8 · Hingolicell 4770003136

distance 0.248

#9 · Chandrapurcell 4730002941

distance 0.263 · cross-district

#10 · Buldhanacell 4720007703

distance 0.275 · cross-district

#11 · Washimcell 4990003787

distance 0.275 · cross-district

#12 · Amravaticell 4680001080

distance 0.279 · cross-district

#13 · Jalnacell 4790002464

distance 0.283 · cross-district

#14 · Washimcell 4990000892

distance 0.283 · cross-district

#15 · Washimcell 4990003664

distance 0.284 · cross-district

#16 · Nandedcell 4850000856

distance 0.287 · cross-district

#17 · Yavatmalcell 5000010667

distance 0.288 · cross-district

#18 · Jalgaoncell 4780006396

distance 0.289 · 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":4770002974}}}'

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.