Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004900

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 8 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 · Hingolicell 4770002998

distance 0.196 · cross-district

#2 · Buldhanacell 4720006188

distance 0.21 · cross-district

#3 · Parbhanicell 4890004943

distance 0.215

#4 · Buldhanacell 4720003219

distance 0.216 · cross-district

#5 · Washimcell 4990001179

distance 0.218 · cross-district

#6 · Jalnacell 4790003234

distance 0.219 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690007119

distance 0.225 · cross-district

#8 · Jalnacell 4790003936

distance 0.226 · cross-district

#9 · Buldhanacell 4720006828

distance 0.23 · cross-district

#10 · Parbhanicell 4890005043

distance 0.236

#11 · Amravaticell 4680000419

distance 0.239 · cross-district

#12 · Jalnacell 4790002339

distance 0.239 · cross-district

#13 · Parbhanicell 4890003888

distance 0.239

#14 · Parbhanicell 4890004898

distance 0.242

#15 · Solapurcell 4960001747

distance 0.244 · cross-district

#16 · Jalnacell 4790002316

distance 0.247 · cross-district

#17 · Hingolicell 4770003833

distance 0.25 · cross-district

#18 · Buldhanacell 4720007719

distance 0.251 · 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":4890004900}}}'

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.