Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002761

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005175

distance 0.171 · cross-district

#2 · Hingolicell 4770002621

distance 0.172

#3 · Hingolicell 4770002762

distance 0.181

#4 · Hingolicell 4770002760

distance 0.183

#5 · Amravaticell 4680007418

distance 0.219 · cross-district

#6 · Amravaticell 4680007423

distance 0.221 · cross-district

#7 · Amravaticell 4680007575

distance 0.227 · cross-district

#8 · Hingolicell 4770003311

distance 0.228

#9 · Amravaticell 4680008850

distance 0.229 · cross-district

#10 · Hingolicell 4770002990

distance 0.232

#11 · Parbhanicell 4890005123

distance 0.233 · cross-district

#12 · Amravaticell 4680007573

distance 0.234 · cross-district

#13 · Amravaticell 4680008833

distance 0.241 · cross-district

#14 · Amravaticell 4680008931

distance 0.242 · cross-district

#15 · Amravaticell 4680008327

distance 0.242 · cross-district

#16 · Buldhanacell 4720004348

distance 0.244 · cross-district

#17 · Nagpurcell 4840005942

distance 0.248 · cross-district

#18 · Amravaticell 4680005862

distance 0.249 · 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":4770002761}}}'

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.