Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005173

The MH-36 locality cells most similar to this Parbhani 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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003789

distance 0.196

#2 · Nagpurcell 4840005683

distance 0.213 · cross-district

#3 · Nagpurcell 4840004432

distance 0.22 · cross-district

#4 · Parbhanicell 4890005135

distance 0.223

#5 · Amravaticell 4680007507

distance 0.226 · cross-district

#6 · Hingolicell 4770002348

distance 0.228 · cross-district

#7 · Nagpurcell 4840003546

distance 0.232 · cross-district

#8 · Hingolicell 4770003066

distance 0.235 · cross-district

#9 · Solapurcell 4960002282

distance 0.236 · cross-district

#10 · Parbhanicell 4890003776

distance 0.24

#11 · Parbhanicell 4890004944

distance 0.24

#12 · Amravaticell 4680007522

distance 0.24 · cross-district

#13 · Buldhanacell 4720007200

distance 0.241 · cross-district

#14 · Parbhanicell 4890005133

distance 0.242

#15 · Parbhanicell 4890005397

distance 0.244

#16 · Nagpurcell 4840005298

distance 0.245 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001448

distance 0.247 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001109

distance 0.248 · 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":489,"cluster_id":4890005173}}}'

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.