Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003817

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004577

distance 0.139

#2 · Parbhanicell 4890003756

distance 0.157

#3 · Parbhanicell 4890004662

distance 0.194

#4 · Jalnacell 4790001438

distance 0.198 · cross-district

#5 · Jalnacell 4790003241

distance 0.209 · cross-district

#6 · Beedcell 4700004661

distance 0.211 · cross-district

#7 · Amravaticell 4680001227

distance 0.212 · cross-district

#8 · Akolacell 4670004535

distance 0.214 · cross-district

#9 · Akolacell 4670000613

distance 0.216 · cross-district

#10 · Buldhanacell 4720004421

distance 0.216 · cross-district

#11 · Buldhanacell 4720007115

distance 0.224 · cross-district

#12 · Parbhanicell 4890005407

distance 0.226

#13 · Nandedcell 4850008973

distance 0.227 · cross-district

#14 · Parbhanicell 4890004205

distance 0.228

#15 · Akolacell 4670000875

distance 0.228 · cross-district

#16 · Yavatmalcell 5000006528

distance 0.229 · cross-district

#17 · Parbhanicell 4890004325

distance 0.23

#18 · Beedcell 4700007812

distance 0.231 · 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":4890003817}}}'

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.