Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004031

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004806

distance 0.173

#2 · Jalnacell 4790000986

distance 0.192 · cross-district

#3 · Parbhanicell 4890004200

distance 0.2

#4 · Parbhanicell 4890004261

distance 0.202

#5 · Parbhanicell 4890004725

distance 0.203

#6 · Parbhanicell 4890003714

distance 0.209

#7 · Beedcell 4700009031

distance 0.21 · cross-district

#8 · Parbhanicell 4890003833

distance 0.211

#9 · Akolacell 4670004271

distance 0.212 · cross-district

#10 · Amravaticell 4680003044

distance 0.214 · cross-district

#11 · Parbhanicell 4890005306

distance 0.215

#12 · Buldhanacell 4720004485

distance 0.216 · cross-district

#13 · Akolacell 4670004314

distance 0.219 · cross-district

#14 · Amravaticell 4680003430

distance 0.219 · cross-district

#15 · Parbhanicell 4890005170

distance 0.221

#16 · Amravaticell 4680001382

distance 0.221 · cross-district

#17 · Buldhanacell 4720005006

distance 0.222 · cross-district

#18 · Parbhanicell 4890005407

distance 0.222

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":4890004031}}}'

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.