Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003753

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004070

distance 0.165

#2 · Parbhanicell 4890004983

distance 0.191

#3 · Akolacell 4670000320

distance 0.194 · cross-district

#4 · Parbhanicell 4890003808

distance 0.197

#5 · Parbhanicell 4890004335

distance 0.197

#6 · Parbhanicell 4890003264

distance 0.198

#7 · Beedcell 4700006042

distance 0.2 · cross-district

#8 · Parbhanicell 4890001482

distance 0.2

#9 · Washimcell 4990000824

distance 0.202 · cross-district

#10 · Jalnacell 4790001677

distance 0.204 · cross-district

#11 · Jalnacell 4790002991

distance 0.204 · cross-district

#12 · Akolacell 4670000432

distance 0.208 · cross-district

#13 · Buldhanacell 4720005534

distance 0.209 · cross-district

#14 · Amravaticell 4680007379

distance 0.209 · cross-district

#15 · Parbhanicell 4890004792

distance 0.212

#16 · Jalnacell 4790000986

distance 0.212 · cross-district

#17 · Jalnacell 4790001821

distance 0.212 · cross-district

#18 · Parbhanicell 4890001977

distance 0.216

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":4890003753}}}'

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.