Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004577

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003817

distance 0.139

#2 · Akolacell 4670004592

distance 0.223 · cross-district

#3 · Washimcell 4990002984

distance 0.227 · cross-district

#4 · Beedcell 4700004661

distance 0.23 · cross-district

#5 · Beedcell 4700003104

distance 0.234 · cross-district

#6 · Nandedcell 4850001241

distance 0.236 · cross-district

#7 · Parbhanicell 4890003756

distance 0.243

#8 · Parbhanicell 4890004495

distance 0.244

#9 · Jalnacell 4790001711

distance 0.245 · cross-district

#10 · Beedcell 4700005275

distance 0.245 · cross-district

#11 · Nandedcell 4850000538

distance 0.248 · cross-district

#12 · Parbhanicell 4890004662

distance 0.248

#13 · Parbhanicell 4890004708

distance 0.248

#14 · Buldhanacell 4720005517

distance 0.248 · cross-district

#15 · Buldhanacell 4720000762

distance 0.251 · cross-district

#16 · Jalnacell 4790001438

distance 0.251 · cross-district

#17 · Akolacell 4670000875

distance 0.252 · cross-district

#18 · Beedcell 4700003450

distance 0.253 · 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":4890004577}}}'

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.